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2a00 00 08 0a 00 00 00 00 00 40 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 fa 09 00 00 00 00 00 ........@...............p.......
2a20 50 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 fe 09 00 00 00 00 00 60 d1 0a 00 00 00 00 00 P...............`.......`.......
2a40 08 00 00 00 00 00 00 00 a0 01 0a 00 00 00 00 00 70 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
2a60 60 f6 09 00 00 00 00 00 80 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 f7 09 00 00 00 00 00 `...............................
2a80 90 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 cc 07 00 00 00 00 00 a0 d1 0a 00 00 00 00 00 ................................
2aa0 08 00 00 00 00 00 00 00 c0 cb 07 00 00 00 00 00 b0 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2ac0 60 c5 07 00 00 00 00 00 c0 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 f9 09 00 00 00 00 00 `.......................p.......
2ae0 d0 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 6f 09 00 00 00 00 00 e0 d1 0a 00 00 00 00 00 .................o..............
2b00 08 00 00 00 00 00 00 00 c0 f7 09 00 00 00 00 00 f0 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2b20 80 cb 07 00 00 00 00 00 00 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 fc 09 00 00 00 00 00 ................................
2b40 10 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 cb 07 00 00 00 00 00 20 d2 0a 00 00 00 00 00 ................@...............
2b60 08 00 00 00 00 00 00 00 20 00 0a 00 00 00 00 00 30 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
2b80 40 f6 09 00 00 00 00 00 40 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 fc 09 00 00 00 00 00 @.......@...............`.......
2ba0 50 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 cb 07 00 00 00 00 00 60 d2 0a 00 00 00 00 00 P.......................`.......
2bc0 08 00 00 00 00 00 00 00 80 01 0a 00 00 00 00 00 70 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
2be0 20 f6 09 00 00 00 00 00 80 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 00 0a 00 00 00 00 00 ................................
2c00 90 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 f1 09 00 00 00 00 00 a0 d2 0a 00 00 00 00 00 ................................
2c20 08 00 00 00 00 00 00 00 e0 07 0a 00 00 00 00 00 b0 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2c40 50 f9 09 00 00 00 00 00 c0 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 01 0a 00 00 00 00 00 P.......................`.......
2c60 d0 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 f6 09 00 00 00 00 00 e0 d2 0a 00 00 00 00 00 ................................
2c80 08 00 00 00 00 00 00 00 c0 07 0a 00 00 00 00 00 f0 d2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2ca0 30 f9 09 00 00 00 00 00 00 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 f9 09 00 00 00 00 00 0...............................
2cc0 10 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 0a 0a 00 00 00 00 00 20 d3 0a 00 00 00 00 00 ................................
2ce0 08 00 00 00 00 00 00 00 00 11 0a 00 00 00 00 00 30 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
2d00 c0 c9 07 00 00 00 00 00 40 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c5 16 0a 00 00 00 00 00 ........@.......................
2d20 50 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 c9 07 00 00 00 00 00 60 d3 0a 00 00 00 00 00 P.......................`.......
2d40 08 00 00 00 00 00 00 00 20 c5 07 00 00 00 00 00 70 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
2d60 48 0f 0a 00 00 00 00 00 80 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 6e 09 00 00 00 00 00 H........................n......
2d80 90 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 58 0d 0a 00 00 00 00 00 a0 d3 0a 00 00 00 00 00 ................X...............
2da0 08 00 00 00 00 00 00 00 48 0e 0a 00 00 00 00 00 b0 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........H.......................
2dc0 c3 16 0a 00 00 00 00 00 c0 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a5 16 0a 00 00 00 00 00 ................................
2de0 d0 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a3 16 0a 00 00 00 00 00 e0 d3 0a 00 00 00 00 00 ................................
2e00 08 00 00 00 00 00 00 00 a2 16 0a 00 00 00 00 00 f0 d3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2e20 9f 16 0a 00 00 00 00 00 00 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 9d 16 0a 00 00 00 00 00 ................................
2e40 10 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 9b 16 0a 00 00 00 00 00 20 d4 0a 00 00 00 00 00 ................................
2e60 08 00 00 00 00 00 00 00 c1 16 0a 00 00 00 00 00 30 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
2e80 a0 f7 09 00 00 00 00 00 40 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 6e 09 00 00 00 00 00 ........@................n......
2ea0 50 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 fb 09 00 00 00 00 00 60 d4 0a 00 00 00 00 00 P...............p.......`.......
2ec0 08 00 00 00 00 00 00 00 40 c9 07 00 00 00 00 00 70 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......p...............
2ee0 40 6e 09 00 00 00 00 00 80 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 21 16 0a 00 00 00 00 00 @n......................!.......
2f00 90 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 1d 16 0a 00 00 00 00 00 a0 d4 0a 00 00 00 00 00 ................................
2f20 08 00 00 00 00 00 00 00 80 14 0a 00 00 00 00 00 b0 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2f40 19 16 0a 00 00 00 00 00 c0 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 78 14 0a 00 00 00 00 00 ........................x.......
2f60 d0 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 10 0a 00 00 00 00 00 e0 d4 0a 00 00 00 00 00 ................................
2f80 08 00 00 00 00 00 00 00 92 15 0a 00 00 00 00 00 f0 d4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2fa0 6d 14 0a 00 00 00 00 00 00 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d8 11 0a 00 00 00 00 00 m...............................
2fc0 10 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 38 0f 0a 00 00 00 00 00 20 d5 0a 00 00 00 00 00 ................8...............
2fe0 08 00 00 00 00 00 00 00 38 0e 0a 00 00 00 00 00 30 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........8.......0...............
3000 15 16 0a 00 00 00 00 00 40 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 28 13 0a 00 00 00 00 00 ........@...............(.......
3020 50 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 8d 15 0a 00 00 00 00 00 60 d5 0a 00 00 00 00 00 P.......................`.......
3040 08 00 00 00 00 00 00 00 11 16 0a 00 00 00 00 00 70 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
3060 67 14 0a 00 00 00 00 00 80 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 04 0a 00 00 00 00 00 g...............................
3080 90 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d0 11 0a 00 00 00 00 00 a0 d5 0a 00 00 00 00 00 ................................
30a0 08 00 00 00 00 00 00 00 21 13 0a 00 00 00 00 00 b0 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........!.......................
30c0 e0 03 0a 00 00 00 00 00 c0 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 14 0a 00 00 00 00 00 ........................`.......
30e0 d0 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 88 15 0a 00 00 00 00 00 e0 d5 0a 00 00 00 00 00 ................................
3100 08 00 00 00 00 00 00 00 bf 16 0a 00 00 00 00 00 f0 d5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3120 83 15 0a 00 00 00 00 00 00 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c8 11 0a 00 00 00 00 00 ................................
3140 10 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 10 0a 00 00 00 00 00 20 d6 0a 00 00 00 00 00 ................................
3160 08 00 00 00 00 00 00 00 20 5f 09 00 00 00 00 00 30 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........._......0...............
3180 58 0b 0a 00 00 00 00 00 40 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 09 0a 00 00 00 00 00 X.......@.......................
31a0 50 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 1a 13 0a 00 00 00 00 00 60 d6 0a 00 00 00 00 00 P.......................`.......
31c0 08 00 00 00 00 00 00 00 7e 15 0a 00 00 00 00 00 70 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........~.......p...............
31e0 0d 16 0a 00 00 00 00 00 80 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 11 0a 00 00 00 00 00 ................................
3200 90 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 5a 14 0a 00 00 00 00 00 a0 d6 0a 00 00 00 00 00 ................Z...............
3220 08 00 00 00 00 00 00 00 80 5c 09 00 00 00 00 00 b0 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........\......................
3240 00 c9 07 00 00 00 00 00 c0 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b8 11 0a 00 00 00 00 00 ................................
3260 d0 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 11 0a 00 00 00 00 00 e0 d6 0a 00 00 00 00 00 ................................
3280 08 00 00 00 00 00 00 00 09 16 0a 00 00 00 00 00 f0 d6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
32a0 48 0d 0a 00 00 00 00 00 00 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 c8 07 00 00 00 00 00 H...............................
32c0 10 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 28 0f 0a 00 00 00 00 00 20 d7 0a 00 00 00 00 00 ................(...............
32e0 08 00 00 00 00 00 00 00 40 53 09 00 00 00 00 00 30 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@S......0...............
3300 13 13 0a 00 00 00 00 00 40 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 44 09 00 00 00 00 00 ........@...............`D......
3320 50 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 50 14 0a 00 00 00 00 00 60 d7 0a 00 00 00 00 00 P...............P.......`.......
3340 08 00 00 00 00 00 00 00 40 0b 0a 00 00 00 00 00 70 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......p...............
3360 c0 03 0a 00 00 00 00 00 80 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 05 16 0a 00 00 00 00 00 ................................
3380 90 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 90 09 0a 00 00 00 00 00 a0 d7 0a 00 00 00 00 00 ................................
33a0 08 00 00 00 00 00 00 00 79 15 0a 00 00 00 00 00 b0 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........y.......................
33c0 30 0b 0a 00 00 00 00 00 c0 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 01 16 0a 00 00 00 00 00 0...............................
33e0 d0 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 c8 07 00 00 00 00 00 e0 d7 0a 00 00 00 00 00 ................................
3400 08 00 00 00 00 00 00 00 40 c8 07 00 00 00 00 00 f0 d7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......................
3420 0c 13 0a 00 00 00 00 00 00 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 bd 16 0a 00 00 00 00 00 ................................
3440 10 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 98 16 0a 00 00 00 00 00 20 d8 0a 00 00 00 00 00 ................................
3460 08 00 00 00 00 00 00 00 4a 14 0a 00 00 00 00 00 30 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........J.......0...............
3480 44 14 0a 00 00 00 00 00 40 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 3e 14 0a 00 00 00 00 00 D.......@...............>.......
34a0 50 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 18 0f 0a 00 00 00 00 00 60 d8 0a 00 00 00 00 00 P.......................`.......
34c0 08 00 00 00 00 00 00 00 00 e5 09 00 00 00 00 00 70 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
34e0 a8 11 0a 00 00 00 00 00 80 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 fd 15 0a 00 00 00 00 00 ................................
3500 90 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 05 13 0a 00 00 00 00 00 a0 d8 0a 00 00 00 00 00 ................................
3520 08 00 00 00 00 00 00 00 94 16 0a 00 00 00 00 00 b0 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3540 38 14 0a 00 00 00 00 00 c0 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 11 0a 00 00 00 00 00 8...............................
3560 d0 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 32 14 0a 00 00 00 00 00 e0 d8 0a 00 00 00 00 00 ................2...............
3580 08 00 00 00 00 00 00 00 28 0e 0a 00 00 00 00 00 f0 d8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........(.......................
35a0 fe 12 0a 00 00 00 00 00 00 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d0 10 0a 00 00 00 00 00 ................................
35c0 10 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 28 14 0a 00 00 00 00 00 20 d9 0a 00 00 00 00 00 ................(...............
35e0 08 00 00 00 00 00 00 00 f9 15 0a 00 00 00 00 00 30 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
3600 1e 14 0a 00 00 00 00 00 40 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 15 0a 00 00 00 00 00 ........@...............p.......
3620 50 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 38 0d 0a 00 00 00 00 00 60 d9 0a 00 00 00 00 00 P...............8.......`.......
3640 08 00 00 00 00 00 00 00 c0 39 09 00 00 00 00 00 70 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........9......p...............
3660 bb 16 0a 00 00 00 00 00 80 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 2b 09 00 00 00 00 00 .........................+......
3680 90 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 28 0d 0a 00 00 00 00 00 a0 d9 0a 00 00 00 00 00 ................(...............
36a0 08 00 00 00 00 00 00 00 18 14 0a 00 00 00 00 00 b0 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
36c0 12 14 0a 00 00 00 00 00 c0 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 18 0e 0a 00 00 00 00 00 ................................
36e0 d0 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 0c 14 0a 00 00 00 00 00 e0 d9 0a 00 00 00 00 00 ................................
3700 08 00 00 00 00 00 00 00 98 11 0a 00 00 00 00 00 f0 d9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3720 06 14 0a 00 00 00 00 00 00 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 14 0a 00 00 00 00 00 ................................
3740 10 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f7 12 0a 00 00 00 00 00 20 da 0a 00 00 00 00 00 ................................
3760 08 00 00 00 00 00 00 00 60 15 0a 00 00 00 00 00 30 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........`.......0...............
3780 fa 13 0a 00 00 00 00 00 40 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 1f 09 00 00 00 00 00 ........@.......................
37a0 50 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f4 13 0a 00 00 00 00 00 60 da 0a 00 00 00 00 00 P.......................`.......
37c0 08 00 00 00 00 00 00 00 91 16 0a 00 00 00 00 00 70 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
37e0 08 0f 0a 00 00 00 00 00 80 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 18 09 00 00 00 00 00 ................................
3800 90 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f5 15 0a 00 00 00 00 00 a0 da 0a 00 00 00 00 00 ................................
3820 08 00 00 00 00 00 00 00 20 06 0a 00 00 00 00 00 b0 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3840 f8 0e 0a 00 00 00 00 00 c0 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 c7 07 00 00 00 00 00 ................................
3860 d0 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 10 0a 00 00 00 00 00 e0 da 0a 00 00 00 00 00 ................................
3880 08 00 00 00 00 00 00 00 90 11 0a 00 00 00 00 00 f0 da 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
38a0 f0 12 0a 00 00 00 00 00 00 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 04 09 00 00 00 00 00 ................................
38c0 10 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e8 0e 0a 00 00 00 00 00 20 db 0a 00 00 00 00 00 ................................
38e0 08 00 00 00 00 00 00 00 54 15 0a 00 00 00 00 00 30 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........T.......0...............
3900 ea 12 0a 00 00 00 00 00 40 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 0a 0a 00 00 00 00 00 ........@...............p.......
3920 50 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 f4 08 00 00 00 00 00 60 db 0a 00 00 00 00 00 P...............@.......`.......
3940 08 00 00 00 00 00 00 00 b9 16 0a 00 00 00 00 00 70 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
3960 8e 16 0a 00 00 00 00 00 80 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f1 15 0a 00 00 00 00 00 ................................
3980 90 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e3 12 0a 00 00 00 00 00 a0 db 0a 00 00 00 00 00 ................................
39a0 08 00 00 00 00 00 00 00 8a 16 0a 00 00 00 00 00 b0 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
39c0 ee 13 0a 00 00 00 00 00 c0 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 0c 0a 00 00 00 00 00 ........................`.......
39e0 d0 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e8 13 0a 00 00 00 00 00 e0 db 0a 00 00 00 00 00 ................................
3a00 08 00 00 00 00 00 00 00 e2 13 0a 00 00 00 00 00 f0 db 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3a20 dc 13 0a 00 00 00 00 00 00 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 4f 15 0a 00 00 00 00 00 ........................O.......
3a40 10 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 4a 15 0a 00 00 00 00 00 20 dc 0a 00 00 00 00 00 ................J...............
3a60 08 00 00 00 00 00 00 00 dc 12 0a 00 00 00 00 00 30 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
3a80 50 0c 0a 00 00 00 00 00 40 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d8 0e 0a 00 00 00 00 00 P.......@.......................
3aa0 50 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c8 0e 0a 00 00 00 00 00 60 dc 0a 00 00 00 00 00 P.......................`.......
3ac0 08 00 00 00 00 00 00 00 b0 10 0a 00 00 00 00 00 70 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
3ae0 d6 13 0a 00 00 00 00 00 80 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 10 0a 00 00 00 00 00 ................................
3b00 90 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 90 10 0a 00 00 00 00 00 a0 dc 0a 00 00 00 00 00 ................................
3b20 08 00 00 00 00 00 00 00 08 0e 0a 00 00 00 00 00 b0 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3b40 87 16 0a 00 00 00 00 00 c0 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 45 15 0a 00 00 00 00 00 ........................E.......
3b60 d0 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 10 0a 00 00 00 00 00 e0 dc 0a 00 00 00 00 00 ................................
3b80 08 00 00 00 00 00 00 00 b7 16 0a 00 00 00 00 00 f0 dc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3ba0 b5 16 0a 00 00 00 00 00 00 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d0 13 0a 00 00 00 00 00 ................................
3bc0 10 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ed 15 0a 00 00 00 00 00 20 dd 0a 00 00 00 00 00 ................................
3be0 08 00 00 00 00 00 00 00 d5 12 0a 00 00 00 00 00 30 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
3c00 b3 16 0a 00 00 00 00 00 40 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e9 15 0a 00 00 00 00 00 ........@.......................
3c20 50 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 88 11 0a 00 00 00 00 00 60 dd 0a 00 00 00 00 00 P.......................`.......
3c40 08 00 00 00 00 00 00 00 20 d7 09 00 00 00 00 00 70 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
3c60 40 15 0a 00 00 00 00 00 80 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b8 0e 0a 00 00 00 00 00 @...............................
3c80 90 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f8 0d 0a 00 00 00 00 00 a0 dd 0a 00 00 00 00 00 ................................
3ca0 08 00 00 00 00 00 00 00 ce 12 0a 00 00 00 00 00 b0 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3cc0 60 c7 07 00 00 00 00 00 c0 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 0a 0a 00 00 00 00 00 `.......................`.......
3ce0 d0 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c7 12 0a 00 00 00 00 00 e0 dd 0a 00 00 00 00 00 ................................
3d00 08 00 00 00 00 00 00 00 3b 15 0a 00 00 00 00 00 f0 dd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........;.......................
3d20 e8 0d 0a 00 00 00 00 00 00 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ca 13 0a 00 00 00 00 00 ................................
3d40 10 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 12 0a 00 00 00 00 00 20 de 0a 00 00 00 00 00 ................................
3d60 08 00 00 00 00 00 00 00 70 10 0a 00 00 00 00 00 30 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........p.......0...............
3d80 e5 15 0a 00 00 00 00 00 40 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 36 15 0a 00 00 00 00 00 ........@...............6.......
3da0 50 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d8 0d 0a 00 00 00 00 00 60 de 0a 00 00 00 00 00 P.......................`.......
3dc0 08 00 00 00 00 00 00 00 60 10 0a 00 00 00 00 00 70 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........`.......p...............
3de0 c0 e7 08 00 00 00 00 00 80 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a8 0e 0a 00 00 00 00 00 ................................
3e00 90 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 d5 08 00 00 00 00 00 a0 de 0a 00 00 00 00 00 ................................
3e20 08 00 00 00 00 00 00 00 98 0e 0a 00 00 00 00 00 b0 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3e40 e0 c9 08 00 00 00 00 00 c0 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 31 15 0a 00 00 00 00 00 ........................1.......
3e60 d0 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e1 15 0a 00 00 00 00 00 e0 de 0a 00 00 00 00 00 ................................
3e80 08 00 00 00 00 00 00 00 c5 13 0a 00 00 00 00 00 f0 de 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3ea0 28 15 0a 00 00 00 00 00 00 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b8 12 0a 00 00 00 00 00 (...............................
3ec0 10 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 50 07 0a 00 00 00 00 00 20 df 0a 00 00 00 00 00 ................P...............
3ee0 08 00 00 00 00 00 00 00 23 15 0a 00 00 00 00 00 30 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........#.......0...............
3f00 20 c7 07 00 00 00 00 00 40 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 f8 09 00 00 00 00 00 ........@.......................
3f20 50 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ab 12 0a 00 00 00 00 00 60 df 0a 00 00 00 00 00 P.......................`.......
3f40 08 00 00 00 00 00 00 00 d8 0c 0a 00 00 00 00 00 70 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
3f60 bf 13 0a 00 00 00 00 00 80 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 1e 15 0a 00 00 00 00 00 ................................
3f80 90 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 19 15 0a 00 00 00 00 00 a0 df 0a 00 00 00 00 00 ................................
3fa0 08 00 00 00 00 00 00 00 c8 0d 0a 00 00 00 00 00 b0 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3fc0 a0 12 0a 00 00 00 00 00 c0 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 dd 15 0a 00 00 00 00 00 ................................
3fe0 d0 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 78 11 0a 00 00 00 00 00 e0 df 0a 00 00 00 00 00 ................x...............
4000 08 00 00 00 00 00 00 00 84 16 0a 00 00 00 00 00 f0 df 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4020 96 12 0a 00 00 00 00 00 00 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c8 0c 0a 00 00 00 00 00 ................................
4040 10 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 bc 08 00 00 00 00 00 20 e0 0a 00 00 00 00 00 ................`...............
4060 08 00 00 00 00 00 00 00 40 01 0a 00 00 00 00 00 30 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......0...............
4080 60 a6 08 00 00 00 00 00 40 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b1 16 0a 00 00 00 00 00 `.......@.......................
40a0 50 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b9 13 0a 00 00 00 00 00 60 e0 0a 00 00 00 00 00 P.......................`.......
40c0 08 00 00 00 00 00 00 00 50 10 0a 00 00 00 00 00 70 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........P.......p...............
40e0 8f 12 0a 00 00 00 00 00 80 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 15 0a 00 00 00 00 00 ................................
4100 90 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 05 15 0a 00 00 00 00 00 a0 e0 0a 00 00 00 00 00 ................................
4120 08 00 00 00 00 00 00 00 00 15 0a 00 00 00 00 00 b0 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4140 00 06 0a 00 00 00 00 00 c0 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 97 08 00 00 00 00 00 ................................
4160 d0 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d9 15 0a 00 00 00 00 00 e0 e0 0a 00 00 00 00 00 ................................
4180 08 00 00 00 00 00 00 00 40 0c 0a 00 00 00 00 00 f0 e0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......................
41a0 b3 13 0a 00 00 00 00 00 00 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 03 0a 00 00 00 00 00 ........................`.......
41c0 10 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 81 16 0a 00 00 00 00 00 20 e1 0a 00 00 00 00 00 ................................
41e0 08 00 00 00 00 00 00 00 ad 13 0a 00 00 00 00 00 30 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
4200 fb 14 0a 00 00 00 00 00 40 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 ff 09 00 00 00 00 00 ........@...............`.......
4220 50 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 8c 08 00 00 00 00 00 60 e1 0a 00 00 00 00 00 P.......................`.......
4240 08 00 00 00 00 00 00 00 30 0c 0a 00 00 00 00 00 70 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........0.......p...............
4260 e0 7e 08 00 00 00 00 00 80 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 88 12 0a 00 00 00 00 00 .~..............................
4280 90 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 6f 08 00 00 00 00 00 a0 e1 0a 00 00 00 00 00 .................o..............
42a0 08 00 00 00 00 00 00 00 7e 16 0a 00 00 00 00 00 b0 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........~.......................
42c0 70 11 0a 00 00 00 00 00 c0 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a7 13 0a 00 00 00 00 00 p...............................
42e0 d0 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 c6 07 00 00 00 00 00 e0 e1 0a 00 00 00 00 00 ................................
4300 08 00 00 00 00 00 00 00 a0 c6 07 00 00 00 00 00 f0 e1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4320 20 0c 0a 00 00 00 00 00 00 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 0c 0a 00 00 00 00 00 ................................
4340 10 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 01 0a 00 00 00 00 00 20 e2 0a 00 00 00 00 00 ................................
4360 08 00 00 00 00 00 00 00 f0 fa 09 00 00 00 00 00 30 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
4380 80 12 0a 00 00 00 00 00 40 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 d6 09 00 00 00 00 00 ........@...............@.......
43a0 50 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 75 12 0a 00 00 00 00 00 60 e2 0a 00 00 00 00 00 P...............u.......`.......
43c0 08 00 00 00 00 00 00 00 a1 13 0a 00 00 00 00 00 70 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
43e0 9b 13 0a 00 00 00 00 00 80 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 95 13 0a 00 00 00 00 00 ................................
4400 90 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 6e 12 0a 00 00 00 00 00 a0 e2 0a 00 00 00 00 00 ................n...............
4420 08 00 00 00 00 00 00 00 40 10 0a 00 00 00 00 00 b0 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......................
4440 30 10 0a 00 00 00 00 00 c0 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 67 12 0a 00 00 00 00 00 0.......................g.......
4460 d0 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d5 15 0a 00 00 00 00 00 e0 e2 0a 00 00 00 00 00 ................................
4480 08 00 00 00 00 00 00 00 af 16 0a 00 00 00 00 00 f0 e2 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
44a0 8f 13 0a 00 00 00 00 00 00 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d0 fa 09 00 00 00 00 00 ................................
44c0 10 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 89 13 0a 00 00 00 00 00 20 e3 0a 00 00 00 00 00 ................................
44e0 08 00 00 00 00 00 00 00 60 12 0a 00 00 00 00 00 30 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........`.......0...............
4500 00 5f 08 00 00 00 00 00 40 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f6 14 0a 00 00 00 00 00 ._......@.......................
4520 50 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b8 0c 0a 00 00 00 00 00 60 e3 0a 00 00 00 00 00 P.......................`.......
4540 08 00 00 00 00 00 00 00 40 d1 09 00 00 00 00 00 70 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......p...............
4560 58 12 0a 00 00 00 00 00 80 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d1 15 0a 00 00 00 00 00 X...............................
4580 90 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 68 11 0a 00 00 00 00 00 a0 e3 0a 00 00 00 00 00 ................h...............
45a0 08 00 00 00 00 00 00 00 00 c7 09 00 00 00 00 00 b0 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
45c0 70 09 0a 00 00 00 00 00 c0 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 cd 15 0a 00 00 00 00 00 p...............................
45e0 d0 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 10 0a 00 00 00 00 00 e0 e3 0a 00 00 00 00 00 ................................
4600 08 00 00 00 00 00 00 00 c9 15 0a 00 00 00 00 00 f0 e3 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4620 83 13 0a 00 00 00 00 00 00 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 51 08 00 00 00 00 00 .........................Q......
4640 10 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 c6 07 00 00 00 00 00 20 e4 0a 00 00 00 00 00 ................`...............
4660 08 00 00 00 00 00 00 00 f0 f9 09 00 00 00 00 00 30 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
4680 d0 f5 09 00 00 00 00 00 40 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f1 14 0a 00 00 00 00 00 ........@.......................
46a0 50 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c5 15 0a 00 00 00 00 00 60 e4 0a 00 00 00 00 00 P.......................`.......
46c0 08 00 00 00 00 00 00 00 7d 13 0a 00 00 00 00 00 70 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........}.......p...............
46e0 00 f7 09 00 00 00 00 00 80 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b8 0d 0a 00 00 00 00 00 ................................
4700 90 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 10 0a 00 00 00 00 00 a0 e4 0a 00 00 00 00 00 ................................
4720 08 00 00 00 00 00 00 00 77 13 0a 00 00 00 00 00 b0 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........w.......................
4740 ec 14 0a 00 00 00 00 00 c0 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 4f 12 0a 00 00 00 00 00 ........................O.......
4760 d0 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 c0 09 00 00 00 00 00 e0 e4 0a 00 00 00 00 00 ................`...............
4780 08 00 00 00 00 00 00 00 60 11 0a 00 00 00 00 00 f0 e4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........`.......................
47a0 40 43 08 00 00 00 00 00 00 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 71 13 0a 00 00 00 00 00 @C......................q.......
47c0 10 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 b7 09 00 00 00 00 00 20 e5 0a 00 00 00 00 00 ................................
47e0 08 00 00 00 00 00 00 00 48 12 0a 00 00 00 00 00 30 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........H.......0...............
4800 60 09 0a 00 00 00 00 00 40 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 38 08 00 00 00 00 00 `.......@................8......
4820 50 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 0b 0a 00 00 00 00 00 60 e5 0a 00 00 00 00 00 P.......................`.......
4840 08 00 00 00 00 00 00 00 60 b0 09 00 00 00 00 00 70 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........`.......p...............
4860 58 11 0a 00 00 00 00 00 80 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 0c 0a 00 00 00 00 00 X...............................
4880 90 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 30 07 0a 00 00 00 00 00 a0 e5 0a 00 00 00 00 00 ................0...............
48a0 08 00 00 00 00 00 00 00 e7 14 0a 00 00 00 00 00 b0 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
48c0 6b 13 0a 00 00 00 00 00 c0 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 65 13 0a 00 00 00 00 00 k.......................e.......
48e0 d0 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 10 0a 00 00 00 00 00 e0 e5 0a 00 00 00 00 00 ................................
4900 08 00 00 00 00 00 00 00 00 2e 08 00 00 00 00 00 f0 e5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4920 41 12 0a 00 00 00 00 00 00 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 0f 0a 00 00 00 00 00 A...............................
4940 10 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 50 11 0a 00 00 00 00 00 20 e6 0a 00 00 00 00 00 ................P...............
4960 08 00 00 00 00 00 00 00 c1 15 0a 00 00 00 00 00 30 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
4980 48 11 0a 00 00 00 00 00 40 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a8 0c 0a 00 00 00 00 00 H.......@.......................
49a0 50 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 bd 15 0a 00 00 00 00 00 60 e6 0a 00 00 00 00 00 P.......................`.......
49c0 08 00 00 00 00 00 00 00 f0 0b 0a 00 00 00 00 00 70 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
49e0 e0 0f 0a 00 00 00 00 00 80 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 5f 13 0a 00 00 00 00 00 ........................_.......
4a00 90 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e2 14 0a 00 00 00 00 00 a0 e6 0a 00 00 00 00 00 ................................
4a20 08 00 00 00 00 00 00 00 ad 16 0a 00 00 00 00 00 b0 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4a40 3a 12 0a 00 00 00 00 00 c0 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 59 13 0a 00 00 00 00 00 :.......................Y.......
4a60 d0 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 0b 0a 00 00 00 00 00 e0 e6 0a 00 00 00 00 00 ................................
4a80 08 00 00 00 00 00 00 00 dd 14 0a 00 00 00 00 00 f0 e6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4aa0 e0 ad 09 00 00 00 00 00 00 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d8 14 0a 00 00 00 00 00 ................................
4ac0 10 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 05 0a 00 00 00 00 00 20 e7 0a 00 00 00 00 00 ................................
4ae0 08 00 00 00 00 00 00 00 d0 0f 0a 00 00 00 00 00 30 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
4b00 88 0e 0a 00 00 00 00 00 40 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 2d 08 00 00 00 00 00 ........@................-......
4b20 50 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 0f 0a 00 00 00 00 00 60 e7 0a 00 00 00 00 00 P.......................`.......
4b40 08 00 00 00 00 00 00 00 53 13 0a 00 00 00 00 00 70 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........S.......p...............
4b60 40 11 0a 00 00 00 00 00 80 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 a9 09 00 00 00 00 00 @...............................
4b80 90 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d3 14 0a 00 00 00 00 00 a0 e7 0a 00 00 00 00 00 ................................
4ba0 08 00 00 00 00 00 00 00 4d 13 0a 00 00 00 00 00 b0 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........M.......................
4bc0 78 0e 0a 00 00 00 00 00 c0 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ce 14 0a 00 00 00 00 00 x...............................
4be0 d0 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c9 14 0a 00 00 00 00 00 e0 e7 0a 00 00 00 00 00 ................................
4c00 08 00 00 00 00 00 00 00 c0 14 0a 00 00 00 00 00 f0 e7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4c20 bb 14 0a 00 00 00 00 00 00 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 7b 16 0a 00 00 00 00 00 ........................{.......
4c40 10 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a8 0d 0a 00 00 00 00 00 20 e8 0a 00 00 00 00 00 ................................
4c60 08 00 00 00 00 00 00 00 50 09 0a 00 00 00 00 00 30 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........P.......0...............
4c80 c0 9e 09 00 00 00 00 00 40 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 ff 09 00 00 00 00 00 ........@...............@.......
4ca0 50 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 9a 09 00 00 00 00 00 60 e8 0a 00 00 00 00 00 P.......................`.......
4cc0 08 00 00 00 00 00 00 00 50 0a 0a 00 00 00 00 00 70 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........P.......p...............
4ce0 60 8f 09 00 00 00 00 00 80 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 09 0a 00 00 00 00 00 `.......................@.......
4d00 90 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 86 09 00 00 00 00 00 a0 e8 0a 00 00 00 00 00 ................................
4d20 08 00 00 00 00 00 00 00 98 0d 0a 00 00 00 00 00 b0 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4d40 20 1c 08 00 00 00 00 00 c0 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 47 13 0a 00 00 00 00 00 ........................G.......
4d60 d0 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 f5 09 00 00 00 00 00 e0 e8 0a 00 00 00 00 00 ................................
4d80 08 00 00 00 00 00 00 00 e0 1b 08 00 00 00 00 00 f0 e8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
4da0 33 12 0a 00 00 00 00 00 00 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 38 11 0a 00 00 00 00 00 3.......................8.......
4dc0 10 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 0f 0a 00 00 00 00 00 20 e9 0a 00 00 00 00 00 ................................
4de0 08 00 00 00 00 00 00 00 b9 15 0a 00 00 00 00 00 30 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
4e00 20 09 0a 00 00 00 00 00 40 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 1b 08 00 00 00 00 00 ........@.......................
4e20 50 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b5 15 0a 00 00 00 00 00 60 e9 0a 00 00 00 00 00 P.......................`.......
4e40 08 00 00 00 00 00 00 00 78 16 0a 00 00 00 00 00 70 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........x.......p...............
4e60 b6 14 0a 00 00 00 00 00 80 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b1 14 0a 00 00 00 00 00 ................................
4e80 90 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a8 14 0a 00 00 00 00 00 a0 e9 0a 00 00 00 00 00 ................................
4ea0 08 00 00 00 00 00 00 00 30 11 0a 00 00 00 00 00 b0 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........0.......................
4ec0 97 15 0a 00 00 00 00 00 c0 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 0f 0a 00 00 00 00 00 ................................
4ee0 d0 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 14 08 00 00 00 00 00 e0 e9 0a 00 00 00 00 00 ................................
4f00 08 00 00 00 00 00 00 00 28 11 0a 00 00 00 00 00 f0 e9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........(.......................
4f20 88 0d 0a 00 00 00 00 00 00 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 0a 08 00 00 00 00 00 ........................@.......
4f40 10 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a3 14 0a 00 00 00 00 00 20 ea 0a 00 00 00 00 00 ................................
4f60 08 00 00 00 00 00 00 00 ab 16 0a 00 00 00 00 00 30 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
4f80 74 16 0a 00 00 00 00 00 40 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 2c 12 0a 00 00 00 00 00 t.......@...............,.......
4fa0 50 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 25 12 0a 00 00 00 00 00 60 ea 0a 00 00 00 00 00 P...............%.......`.......
4fc0 08 00 00 00 00 00 00 00 1e 12 0a 00 00 00 00 00 70 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
4fe0 41 13 0a 00 00 00 00 00 80 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 11 0a 00 00 00 00 00 A...............................
5000 90 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 fc 07 00 00 00 00 00 a0 ea 0a 00 00 00 00 00 ................................
5020 08 00 00 00 00 00 00 00 10 09 0a 00 00 00 00 00 b0 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5040 17 12 0a 00 00 00 00 00 c0 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 0a 0a 00 00 00 00 00 ........................@.......
5060 d0 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 12 0a 00 00 00 00 00 e0 ea 0a 00 00 00 00 00 ................................
5080 08 00 00 00 00 00 00 00 a9 16 0a 00 00 00 00 00 f0 ea 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
50a0 18 11 0a 00 00 00 00 00 00 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 90 0f 0a 00 00 00 00 00 ................................
50c0 10 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 3b 13 0a 00 00 00 00 00 20 eb 0a 00 00 00 00 00 ................;...............
50e0 08 00 00 00 00 00 00 00 80 0f 0a 00 00 00 00 00 30 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................0...............
5100 e0 ee 07 00 00 00 00 00 40 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 9e 14 0a 00 00 00 00 00 ........@.......................
5120 50 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 7b 09 00 00 00 00 00 60 eb 0a 00 00 00 00 00 P...............`{......`.......
5140 08 00 00 00 00 00 00 00 99 14 0a 00 00 00 00 00 70 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................p...............
5160 70 0f 0a 00 00 00 00 00 80 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 11 0a 00 00 00 00 00 p...............................
5180 90 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 e0 07 00 00 00 00 00 a0 eb 0a 00 00 00 00 00 ................................
51a0 08 00 00 00 00 00 00 00 68 0e 0a 00 00 00 00 00 b0 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........h.......................
51c0 a7 16 0a 00 00 00 00 00 c0 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 c6 07 00 00 00 00 00 ................................
51e0 d0 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 35 13 0a 00 00 00 00 00 e0 eb 0a 00 00 00 00 00 ................5...............
5200 08 00 00 00 00 00 00 00 c0 00 0a 00 00 00 00 00 f0 eb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5220 2f 13 0a 00 00 00 00 00 00 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 94 14 0a 00 00 00 00 00 /...............................
5240 10 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 d3 07 00 00 00 00 00 30 ec 0a 00 00 00 00 00 ........................0.......
5260 08 00 00 00 00 00 00 00 f0 8c 01 00 00 00 00 00 38 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................8...............
5280 d8 17 0b 00 00 00 00 00 40 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 50 18 0b 00 00 00 00 00 ........@...............P.......
52a0 48 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 1c 0b 00 00 00 00 00 50 ec 0a 00 00 00 00 00 H...............p.......P.......
52c0 08 00 00 00 00 00 00 00 30 1a 0b 00 00 00 00 00 58 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........0.......X...............
52e0 d0 12 0b 00 00 00 00 00 60 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 17 0b 00 00 00 00 00 ........`...............`.......
5300 68 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 18 0b 00 00 00 00 00 70 ec 0a 00 00 00 00 00 h.......................p.......
5320 08 00 00 00 00 00 00 00 38 19 0b 00 00 00 00 00 78 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........8.......x...............
5340 98 19 0b 00 00 00 00 00 80 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 28 18 0b 00 00 00 00 00 ........................(.......
5360 88 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 78 17 0b 00 00 00 00 00 90 ec 0a 00 00 00 00 00 ................x...............
5380 08 00 00 00 00 00 00 00 00 1c 0b 00 00 00 00 00 98 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
53a0 38 13 0b 00 00 00 00 00 a0 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 18 0b 00 00 00 00 00 8...............................
53c0 a8 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c8 14 0b 00 00 00 00 00 b0 ec 0a 00 00 00 00 00 ................................
53e0 08 00 00 00 00 00 00 00 d8 14 0b 00 00 00 00 00 b8 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5400 58 19 0b 00 00 00 00 00 c0 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 1c 0b 00 00 00 00 00 X...............................
5420 c8 ec 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c8 1b 0b 00 00 00 00 00 d0 ec 0a 00 00 00 00 00 ................................
5440 08 00 00 00 00 00 00 00 20 1c 0b 00 00 00 00 00 c0 f4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5460 78 8c 05 00 00 00 00 00 d8 f4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 f4 0a 00 00 00 00 00 x...............................
5480 e8 f4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 6c 01 00 00 00 00 00 f8 f4 0a 00 00 00 00 00 .................l..............
54a0 08 00 00 00 00 00 00 00 80 3c 01 00 00 00 00 00 08 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........<......................
54c0 50 41 01 00 00 00 00 00 18 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d0 3f 01 00 00 00 00 00 PA.......................?......
54e0 28 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 69 01 00 00 00 00 00 38 f5 0a 00 00 00 00 00 (................i......8.......
5500 08 00 00 00 00 00 00 00 80 f5 0a 00 00 00 00 00 48 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................H...............
5520 c0 f5 0a 00 00 00 00 00 58 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 f6 0a 00 00 00 00 00 ........X.......................
5540 68 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 30 41 01 00 00 00 00 00 80 f5 0a 00 00 00 00 00 h...............0A..............
5560 08 00 00 00 00 00 00 00 99 99 05 00 00 00 00 00 88 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5580 10 4c 01 00 00 00 00 00 c0 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 26 9d 05 00 00 00 00 00 .L......................&.......
55a0 e8 f5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 31 9d 05 00 00 00 00 00 10 f6 0a 00 00 00 00 00 ................1...............
55c0 08 00 00 00 00 00 00 00 40 9d 05 00 00 00 00 00 38 f6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......8...............
55e0 55 9d 05 00 00 00 00 00 a0 f6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 68 9d 05 00 00 00 00 00 U.......................h.......
5600 a8 f6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 3c 01 00 00 00 00 00 b0 f6 0a 00 00 00 00 00 .................<..............
5620 08 00 00 00 00 00 00 00 70 5c 01 00 00 00 00 00 c8 f6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........p\......................
5640 71 9d 05 00 00 00 00 00 d0 f6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 3c 01 00 00 00 00 00 q........................<......
5660 d8 f6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 5c 01 00 00 00 00 00 f0 f6 0a 00 00 00 00 00 ................p\..............
5680 08 00 00 00 00 00 00 00 79 9d 05 00 00 00 00 00 f8 f6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........y.......................
56a0 d0 3b 01 00 00 00 00 00 00 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 5f 01 00 00 00 00 00 .;......................._......
56c0 18 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 83 9d 05 00 00 00 00 00 20 f7 0a 00 00 00 00 00 ................................
56e0 08 00 00 00 00 00 00 00 d0 3b 01 00 00 00 00 00 28 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........;......(...............
5700 f0 5f 01 00 00 00 00 00 40 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 8c 9d 05 00 00 00 00 00 ._......@.......................
5720 48 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 34 01 00 00 00 00 00 50 f7 0a 00 00 00 00 00 H................4......P.......
5740 08 00 00 00 00 00 00 00 70 5f 01 00 00 00 00 00 68 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........p_......h...............
5760 99 9d 05 00 00 00 00 00 70 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 36 01 00 00 00 00 00 ........p...............@6......
5780 78 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 62 01 00 00 00 00 00 90 f7 0a 00 00 00 00 00 x................b..............
57a0 08 00 00 00 00 00 00 00 a3 9d 05 00 00 00 00 00 98 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
57c0 40 36 01 00 00 00 00 00 a0 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 62 01 00 00 00 00 00 @6.......................b......
57e0 b8 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ac 9d 05 00 00 00 00 00 c0 f7 0a 00 00 00 00 00 ................................
5800 08 00 00 00 00 00 00 00 e0 34 01 00 00 00 00 00 e0 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........4......................
5820 b9 9d 05 00 00 00 00 00 e8 f7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 34 01 00 00 00 00 00 .........................4......
5840 08 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c5 9d 05 00 00 00 00 00 10 f8 0a 00 00 00 00 00 ................................
5860 08 00 00 00 00 00 00 00 00 35 01 00 00 00 00 00 30 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........5......0...............
5880 d2 9d 05 00 00 00 00 00 38 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 35 01 00 00 00 00 00 ........8................5......
58a0 58 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 de 9d 05 00 00 00 00 00 60 f8 0a 00 00 00 00 00 X.......................`.......
58c0 08 00 00 00 00 00 00 00 20 35 01 00 00 00 00 00 80 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........5......................
58e0 e8 9d 05 00 00 00 00 00 88 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 35 01 00 00 00 00 00 .........................5......
5900 a8 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f1 9d 05 00 00 00 00 00 b0 f8 0a 00 00 00 00 00 ................................
5920 08 00 00 00 00 00 00 00 20 3e 01 00 00 00 00 00 b8 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........>......................
5940 30 61 01 00 00 00 00 00 d0 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ff 9d 05 00 00 00 00 00 0a..............................
5960 d8 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 3e 01 00 00 00 00 00 e0 f8 0a 00 00 00 00 00 .................>..............
5980 08 00 00 00 00 00 00 00 30 61 01 00 00 00 00 00 f8 f8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........0a......................
59a0 0c 9e 05 00 00 00 00 00 00 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 67 01 00 00 00 00 00 ........................`g......
59c0 08 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 60 01 00 00 00 00 00 20 f9 0a 00 00 00 00 00 ................p`..............
59e0 08 00 00 00 00 00 00 00 1b 9e 05 00 00 00 00 00 28 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................(...............
5a00 e0 35 01 00 00 00 00 00 30 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 5d 01 00 00 00 00 00 .5......0................]......
5a20 48 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 2b 9e 05 00 00 00 00 00 50 f9 0a 00 00 00 00 00 H...............+.......P.......
5a40 08 00 00 00 00 00 00 00 80 74 01 00 00 00 00 00 a0 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........t......................
5a60 a0 8c 05 00 00 00 00 00 b8 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 f9 0a 00 00 00 00 00 ................................
5a80 c8 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 f9 0a 00 00 00 00 00 e0 f9 0a 00 00 00 00 00 ................................
5aa0 08 00 00 00 00 00 00 00 26 9d 05 00 00 00 00 00 e8 f9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........&.......................
5ac0 70 3c 01 00 00 00 00 00 68 fa 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 61 9b 05 00 00 00 00 00 p<......h...............a.......
5ae0 80 fa 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 0b 0b 00 00 00 00 00 88 fa 0a 00 00 00 00 00 ................................
5b00 08 00 00 00 00 00 00 00 c0 fa 0a 00 00 00 00 00 c8 fa 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5b20 98 9f 00 00 00 00 00 00 d8 fa 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a5 d0 00 00 00 00 00 00 ................................
5b40 18 fb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c8 8c 05 00 00 00 00 00 30 fb 0a 00 00 00 00 00 ........................0.......
5b60 08 00 00 00 00 00 00 00 d0 3e 01 00 00 00 00 00 58 fb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........>......X...............
5b80 30 c7 01 00 00 00 00 00 88 fb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d0 83 01 00 00 00 00 00 0...............................
5ba0 b0 fb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e8 8c 05 00 00 00 00 00 b8 fb 0a 00 00 00 00 00 ................................
5bc0 08 00 00 00 00 00 00 00 70 34 01 00 00 00 00 00 c0 fb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........p4......................
5be0 c0 5e 01 00 00 00 00 00 e8 fb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 fd 0a 00 00 00 00 00 .^..............................
5c00 f8 fb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 fc 0a 00 00 00 00 00 28 fc 0a 00 00 00 00 00 ........................(.......
5c20 08 00 00 00 00 00 00 00 20 69 02 00 00 00 00 00 38 fc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........i......8...............
5c40 50 35 01 00 00 00 00 00 a0 fc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 3c 9e 05 00 00 00 00 00 P5......................<.......
5c60 a8 fc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 4b 01 00 00 00 00 00 b0 fc 0a 00 00 00 00 00 ................@K..............
5c80 08 00 00 00 00 00 00 00 d0 4a 01 00 00 00 00 00 00 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........J......................
5ca0 8c 99 05 00 00 00 00 00 08 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d0 86 01 00 00 00 00 00 ................................
5cc0 20 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 08 9c 05 00 00 00 00 00 28 fd 0a 00 00 00 00 00 ........................(.......
5ce0 08 00 00 00 00 00 00 00 b0 c4 02 00 00 00 00 00 40 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................@...............
5d00 99 99 05 00 00 00 00 00 48 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 88 01 00 00 00 00 00 ........H...............`.......
5d20 60 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 7c 9b 05 00 00 00 00 00 68 fd 0a 00 00 00 00 00 `...............|.......h.......
5d40 08 00 00 00 00 00 00 00 00 90 01 00 00 00 00 00 78 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................x...............
5d60 a0 c2 07 00 00 00 00 00 80 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 8a 9b 05 00 00 00 00 00 ................................
5d80 88 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 17 02 00 00 00 00 00 98 fd 0a 00 00 00 00 00 ................................
5da0 08 00 00 00 00 00 00 00 a0 bd 07 00 00 00 00 00 a0 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5dc0 15 9c 05 00 00 00 00 00 a8 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 50 ca 02 00 00 00 00 00 ........................P.......
5de0 b8 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 b6 07 00 00 00 00 00 c0 fd 0a 00 00 00 00 00 ................................
5e00 08 00 00 00 00 00 00 00 1f 9c 05 00 00 00 00 00 c8 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5e20 e0 dd 02 00 00 00 00 00 d8 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 af 07 00 00 00 00 00 ................................
5e40 e0 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b5 99 05 00 00 00 00 00 e8 fd 0a 00 00 00 00 00 ................................
5e60 08 00 00 00 00 00 00 00 90 94 01 00 00 00 00 00 f8 fd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5e80 00 af 07 00 00 00 00 00 00 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 8a 9c 05 00 00 00 00 00 ................................
5ea0 08 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 4b 03 00 00 00 00 00 18 fe 0a 00 00 00 00 00 .................K..............
5ec0 08 00 00 00 00 00 00 00 80 a8 07 00 00 00 00 00 20 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
5ee0 5b 9c 05 00 00 00 00 00 28 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 e7 04 00 00 00 00 00 [.......(.......................
5f00 38 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 9d 07 00 00 00 00 00 40 fe 0a 00 00 00 00 00 8.......................@.......
5f20 08 00 00 00 00 00 00 00 52 9c 05 00 00 00 00 00 48 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........R.......H...............
5f40 90 27 03 00 00 00 00 00 58 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 99 07 00 00 00 00 00 .'......X.......................
5f60 60 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 81 9b 05 00 00 00 00 00 68 fe 0a 00 00 00 00 00 `.......................h.......
5f80 08 00 00 00 00 00 00 00 30 01 02 00 00 00 00 00 78 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........0.......x...............
5fa0 80 93 07 00 00 00 00 00 80 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ac 9c 05 00 00 00 00 00 ................................
5fc0 88 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 60 03 00 00 00 00 00 98 fe 0a 00 00 00 00 00 .................`..............
5fe0 08 00 00 00 00 00 00 00 80 86 07 00 00 00 00 00 a0 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6000 70 9a 05 00 00 00 00 00 a8 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 e7 01 00 00 00 00 00 p...............................
6020 b8 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 83 07 00 00 00 00 00 c0 fe 0a 00 00 00 00 00 ................................
6040 08 00 00 00 00 00 00 00 f6 9c 05 00 00 00 00 00 c8 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6060 70 7a 04 00 00 00 00 00 d8 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 75 07 00 00 00 00 00 pz.......................u......
6080 e0 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 9c 05 00 00 00 00 00 e8 fe 0a 00 00 00 00 00 ................................
60a0 08 00 00 00 00 00 00 00 20 ab 02 00 00 00 00 00 f8 fe 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
60c0 c0 66 07 00 00 00 00 00 00 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 63 9b 05 00 00 00 00 00 .f......................c.......
60e0 08 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 97 01 00 00 00 00 00 18 ff 0a 00 00 00 00 00 ................`...............
6100 08 00 00 00 00 00 00 00 40 62 07 00 00 00 00 00 20 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@b......................
6120 bc 99 05 00 00 00 00 00 28 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 90 99 01 00 00 00 00 00 ........(.......................
6140 38 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 59 07 00 00 00 00 00 40 ff 0a 00 00 00 00 00 8................Y......@.......
6160 08 00 00 00 00 00 00 00 e4 9b 05 00 00 00 00 00 48 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................H...............
6180 00 70 02 00 00 00 00 00 58 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 4d 07 00 00 00 00 00 .p......X................M......
61a0 60 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 42 9c 05 00 00 00 00 00 68 ff 0a 00 00 00 00 00 `...............B.......h.......
61c0 08 00 00 00 00 00 00 00 00 22 03 00 00 00 00 00 78 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........."......x...............
61e0 60 45 07 00 00 00 00 00 80 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 4b 9c 05 00 00 00 00 00 `E......................K.......
6200 88 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 9b 01 00 00 00 00 00 98 ff 0a 00 00 00 00 00 ................................
6220 08 00 00 00 00 00 00 00 80 35 07 00 00 00 00 00 a0 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........5......................
6240 d4 9c 05 00 00 00 00 00 a8 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 a5 03 00 00 00 00 00 ................................
6260 b8 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 2a 07 00 00 00 00 00 c0 ff 0a 00 00 00 00 00 ................`*..............
6280 08 00 00 00 00 00 00 00 dd 9c 05 00 00 00 00 00 c8 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
62a0 30 c2 01 00 00 00 00 00 d8 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 1e 07 00 00 00 00 00 0.......................@.......
62c0 e0 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 aa 9c 05 00 00 00 00 00 e8 ff 0a 00 00 00 00 00 ................................
62e0 08 00 00 00 00 00 00 00 a0 43 03 00 00 00 00 00 f8 ff 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........C......................
6300 20 10 07 00 00 00 00 00 00 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 9f 9c 05 00 00 00 00 00 ................................
6320 08 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 30 58 03 00 00 00 00 00 18 00 0b 00 00 00 00 00 ................0X..............
6340 08 00 00 00 00 00 00 00 00 03 07 00 00 00 00 00 20 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6360 80 9c 05 00 00 00 00 00 28 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 9f 03 00 00 00 00 00 ........(.......................
6380 38 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 f9 06 00 00 00 00 00 40 00 0b 00 00 00 00 00 8.......................@.......
63a0 08 00 00 00 00 00 00 00 75 9c 05 00 00 00 00 00 48 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........u.......H...............
63c0 20 3c 03 00 00 00 00 00 58 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 ee 06 00 00 00 00 00 .<......X.......................
63e0 60 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 8f 9c 05 00 00 00 00 00 68 00 0b 00 00 00 00 00 `.......................h.......
6400 08 00 00 00 00 00 00 00 a0 52 03 00 00 00 00 00 78 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 .........R......x...............
6420 c0 e3 06 00 00 00 00 00 80 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c9 9c 05 00 00 00 00 00 ................................
6440 88 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 98 03 00 00 00 00 00 98 00 0b 00 00 00 00 00 ................................
6460 08 00 00 00 00 00 00 00 20 d2 06 00 00 00 00 00 a0 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6480 6c 9c 05 00 00 00 00 00 a8 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 34 03 00 00 00 00 00 l........................4......
64a0 b8 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 c5 06 00 00 00 00 00 c0 00 0b 00 00 00 00 00 ................................
64c0 08 00 00 00 00 00 00 00 c2 9c 05 00 00 00 00 00 c8 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
64e0 40 91 03 00 00 00 00 00 d8 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 b5 06 00 00 00 00 00 @...............................
6500 e0 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ba 9c 05 00 00 00 00 00 e8 00 0b 00 00 00 00 00 ................................
6520 08 00 00 00 00 00 00 00 60 8a 03 00 00 00 00 00 f8 00 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........`.......................
6540 00 a7 06 00 00 00 00 00 00 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 b4 9c 05 00 00 00 00 00 ................................
6560 08 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 83 03 00 00 00 00 00 18 01 0b 00 00 00 00 00 ................................
6580 08 00 00 00 00 00 00 00 00 99 06 00 00 00 00 00 20 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
65a0 c2 99 05 00 00 00 00 00 28 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 60 a0 01 00 00 00 00 00 ........(...............`.......
65c0 38 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 8b 06 00 00 00 00 00 40 01 0b 00 00 00 00 00 8.......................@.......
65e0 08 00 00 00 00 00 00 00 ca 99 05 00 00 00 00 00 48 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................H...............
6600 00 a5 01 00 00 00 00 00 58 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 77 06 00 00 00 00 00 ........X................w......
6620 60 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 d1 99 05 00 00 00 00 00 68 01 0b 00 00 00 00 00 `.......................h.......
6640 08 00 00 00 00 00 00 00 a0 a9 01 00 00 00 00 00 78 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................x...............
6660 60 6b 06 00 00 00 00 00 80 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 da 99 05 00 00 00 00 00 `k..............................
6680 88 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 ae 01 00 00 00 00 00 98 01 0b 00 00 00 00 00 ................@...............
66a0 08 00 00 00 00 00 00 00 80 59 06 00 00 00 00 00 a0 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 .........Y......................
66c0 1d 9d 05 00 00 00 00 00 a8 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 70 e1 04 00 00 00 00 00 ........................p.......
66e0 b8 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 60 4f 06 00 00 00 00 00 c0 01 0b 00 00 00 00 00 ................`O..............
6700 08 00 00 00 00 00 00 00 67 9c 05 00 00 00 00 00 c8 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........g.......................
6720 30 2d 03 00 00 00 00 00 d8 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 43 06 00 00 00 00 00 0-.......................C......
6740 e0 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 2d 9c 05 00 00 00 00 00 e8 01 0b 00 00 00 00 00 ................-...............
6760 08 00 00 00 00 00 00 00 50 e3 02 00 00 00 00 00 f8 01 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........P.......................
6780 40 39 06 00 00 00 00 00 00 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 67 9a 05 00 00 00 00 00 @9......................g.......
67a0 08 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 90 2a 02 00 00 00 00 00 18 02 0b 00 00 00 00 00 .................*..............
67c0 08 00 00 00 00 00 00 00 20 2a 06 00 00 00 00 00 20 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 .........*......................
67e0 5e 9a 05 00 00 00 00 00 28 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 30 e2 01 00 00 00 00 00 ^.......(...............0.......
6800 38 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 60 1b 06 00 00 00 00 00 40 02 0b 00 00 00 00 00 8...............`.......@.......
6820 08 00 00 00 00 00 00 00 56 9a 05 00 00 00 00 00 48 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........V.......H...............
6840 50 de 01 00 00 00 00 00 58 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 11 06 00 00 00 00 00 P.......X.......................
6860 60 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 51 9a 05 00 00 00 00 00 68 02 0b 00 00 00 00 00 `...............Q.......h.......
6880 08 00 00 00 00 00 00 00 20 da 01 00 00 00 00 00 78 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................x...............
68a0 40 05 06 00 00 00 00 00 80 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 d1 9b 05 00 00 00 00 00 @...............................
68c0 88 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 d5 01 00 00 00 00 00 98 02 0b 00 00 00 00 00 ................................
68e0 08 00 00 00 00 00 00 00 c0 fd 05 00 00 00 00 00 a0 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6900 cc 9b 05 00 00 00 00 00 a8 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 70 51 02 00 00 00 00 00 ........................pQ......
6920 b8 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 ed 05 00 00 00 00 00 c0 02 0b 00 00 00 00 00 ................@...............
6940 08 00 00 00 00 00 00 00 47 9a 05 00 00 00 00 00 c8 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........G.......................
6960 c0 d1 01 00 00 00 00 00 d8 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 e1 05 00 00 00 00 00 ........................@.......
6980 e0 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 09 9d 05 00 00 00 00 00 e8 02 0b 00 00 00 00 00 ................................
69a0 08 00 00 00 00 00 00 00 40 a6 04 00 00 00 00 00 f8 02 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@.......................
69c0 40 cb 05 00 00 00 00 00 00 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 fd 9c 05 00 00 00 00 00 @...............................
69e0 08 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 82 04 00 00 00 00 00 18 03 0b 00 00 00 00 00 ................................
6a00 08 00 00 00 00 00 00 00 c0 bd 05 00 00 00 00 00 20 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6a20 38 9c 05 00 00 00 00 00 28 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 01 03 00 00 00 00 00 8.......(.......................
6a40 38 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 b1 05 00 00 00 00 00 40 03 0b 00 00 00 00 00 8...............@.......@.......
6a60 08 00 00 00 00 00 00 00 e3 9c 05 00 00 00 00 00 48 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................H...............
6a80 c0 ac 03 00 00 00 00 00 58 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 ac 05 00 00 00 00 00 ........X.......................
6aa0 60 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 f4 9b 05 00 00 00 00 00 68 03 0b 00 00 00 00 00 `.......................h.......
6ac0 08 00 00 00 00 00 00 00 80 8f 02 00 00 00 00 00 78 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................x...............
6ae0 80 a7 05 00 00 00 00 00 a0 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 f8 99 05 00 00 00 00 00 ................................
6b00 a8 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 b2 01 00 00 00 00 00 b8 03 0b 00 00 00 00 00 ................................
6b20 08 00 00 00 00 00 00 00 00 9f 05 00 00 00 00 00 c0 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6b40 11 9a 05 00 00 00 00 00 c8 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 b6 01 00 00 00 00 00 ................................
6b60 d8 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 9f 05 00 00 00 00 00 e0 03 0b 00 00 00 00 00 ................................
6b80 08 00 00 00 00 00 00 00 18 9a 05 00 00 00 00 00 e8 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6ba0 20 b9 01 00 00 00 00 00 f8 03 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 a0 05 00 00 00 00 00 ................................
6bc0 00 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 39 9e 05 00 00 00 00 00 08 04 0b 00 00 00 00 00 ................9...............
6be0 08 00 00 00 00 00 00 00 10 bd 01 00 00 00 00 00 18 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6c00 c0 a2 05 00 00 00 00 00 20 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 7c 9b 05 00 00 00 00 00 ........................|.......
6c20 28 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 f4 01 00 00 00 00 00 38 04 0b 00 00 00 00 00 (.......................8.......
6c40 08 00 00 00 00 00 00 00 c0 a5 05 00 00 00 00 00 40 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................@...............
6c60 f4 9b 05 00 00 00 00 00 48 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 8f 02 00 00 00 00 00 ........H.......................
6c80 58 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 a7 05 00 00 00 00 00 60 04 0b 00 00 00 00 00 X.......................`.......
6ca0 08 00 00 00 00 00 00 00 e3 9c 05 00 00 00 00 00 68 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................h...............
6cc0 c0 ac 03 00 00 00 00 00 78 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 ac 05 00 00 00 00 00 ........x.......................
6ce0 80 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 38 9c 05 00 00 00 00 00 88 04 0b 00 00 00 00 00 ................8...............
6d00 08 00 00 00 00 00 00 00 f0 01 03 00 00 00 00 00 98 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6d20 40 b1 05 00 00 00 00 00 a0 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 fd 9c 05 00 00 00 00 00 @...............................
6d40 a8 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 82 04 00 00 00 00 00 b8 04 0b 00 00 00 00 00 ................................
6d60 08 00 00 00 00 00 00 00 c0 bd 05 00 00 00 00 00 c0 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
6d80 09 9d 05 00 00 00 00 00 c8 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 a6 04 00 00 00 00 00 ........................@.......
6da0 d8 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 cb 05 00 00 00 00 00 e0 04 0b 00 00 00 00 00 ................@...............
6dc0 08 00 00 00 00 00 00 00 47 9a 05 00 00 00 00 00 e8 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........G.......................
6de0 c0 d1 01 00 00 00 00 00 f8 04 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 e1 05 00 00 00 00 00 ........................@.......
6e00 00 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 cc 9b 05 00 00 00 00 00 08 05 0b 00 00 00 00 00 ................................
6e20 08 00 00 00 00 00 00 00 70 51 02 00 00 00 00 00 18 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........pQ......................
6e40 40 ed 05 00 00 00 00 00 20 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 d1 9b 05 00 00 00 00 00 @...............................
6e60 28 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 d5 01 00 00 00 00 00 38 05 0b 00 00 00 00 00 (.......................8.......
6e80 08 00 00 00 00 00 00 00 c0 fd 05 00 00 00 00 00 40 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................@...............
6ea0 51 9a 05 00 00 00 00 00 48 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 da 01 00 00 00 00 00 Q.......H.......................
6ec0 58 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 05 06 00 00 00 00 00 60 05 0b 00 00 00 00 00 X...............@.......`.......
6ee0 08 00 00 00 00 00 00 00 56 9a 05 00 00 00 00 00 68 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........V.......h...............
6f00 50 de 01 00 00 00 00 00 78 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 11 06 00 00 00 00 00 P.......x.......................
6f20 80 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 5e 9a 05 00 00 00 00 00 88 05 0b 00 00 00 00 00 ................^...............
6f40 08 00 00 00 00 00 00 00 30 e2 01 00 00 00 00 00 98 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........0.......................
6f60 60 1b 06 00 00 00 00 00 a0 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 67 9a 05 00 00 00 00 00 `.......................g.......
6f80 a8 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 90 2a 02 00 00 00 00 00 b8 05 0b 00 00 00 00 00 .................*..............
6fa0 08 00 00 00 00 00 00 00 20 2a 06 00 00 00 00 00 c0 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 .........*......................
6fc0 2d 9c 05 00 00 00 00 00 c8 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 50 e3 02 00 00 00 00 00 -.......................P.......
6fe0 d8 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 39 06 00 00 00 00 00 e0 05 0b 00 00 00 00 00 ................@9..............
7000 08 00 00 00 00 00 00 00 67 9c 05 00 00 00 00 00 e8 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........g.......................
7020 30 2d 03 00 00 00 00 00 f8 05 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 43 06 00 00 00 00 00 0-.......................C......
7040 00 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 1d 9d 05 00 00 00 00 00 08 06 0b 00 00 00 00 00 ................................
7060 08 00 00 00 00 00 00 00 70 e1 04 00 00 00 00 00 18 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........p.......................
7080 60 4f 06 00 00 00 00 00 20 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 da 99 05 00 00 00 00 00 `O..............................
70a0 28 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 ae 01 00 00 00 00 00 38 06 0b 00 00 00 00 00 (...............@.......8.......
70c0 08 00 00 00 00 00 00 00 80 59 06 00 00 00 00 00 40 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 .........Y......@...............
70e0 d1 99 05 00 00 00 00 00 48 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 a9 01 00 00 00 00 00 ........H.......................
7100 58 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 60 6b 06 00 00 00 00 00 60 06 0b 00 00 00 00 00 X...............`k......`.......
7120 08 00 00 00 00 00 00 00 ca 99 05 00 00 00 00 00 68 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................h...............
7140 00 a5 01 00 00 00 00 00 78 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 77 06 00 00 00 00 00 ........x................w......
7160 80 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c2 99 05 00 00 00 00 00 88 06 0b 00 00 00 00 00 ................................
7180 08 00 00 00 00 00 00 00 60 a0 01 00 00 00 00 00 98 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........`.......................
71a0 20 8b 06 00 00 00 00 00 a0 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 b4 9c 05 00 00 00 00 00 ................................
71c0 a8 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 83 03 00 00 00 00 00 b8 06 0b 00 00 00 00 00 ................................
71e0 08 00 00 00 00 00 00 00 00 99 06 00 00 00 00 00 c0 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7200 ba 9c 05 00 00 00 00 00 c8 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 60 8a 03 00 00 00 00 00 ........................`.......
7220 d8 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 a7 06 00 00 00 00 00 e0 06 0b 00 00 00 00 00 ................................
7240 08 00 00 00 00 00 00 00 c2 9c 05 00 00 00 00 00 e8 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7260 40 91 03 00 00 00 00 00 f8 06 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 b5 06 00 00 00 00 00 @...............................
7280 00 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 6c 9c 05 00 00 00 00 00 08 07 0b 00 00 00 00 00 ................l...............
72a0 08 00 00 00 00 00 00 00 a0 34 03 00 00 00 00 00 18 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 .........4......................
72c0 00 c5 06 00 00 00 00 00 20 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c9 9c 05 00 00 00 00 00 ................................
72e0 28 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 98 03 00 00 00 00 00 38 07 0b 00 00 00 00 00 (.......................8.......
7300 08 00 00 00 00 00 00 00 20 d2 06 00 00 00 00 00 40 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................@...............
7320 8f 9c 05 00 00 00 00 00 48 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 52 03 00 00 00 00 00 ........H................R......
7340 58 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 e3 06 00 00 00 00 00 60 07 0b 00 00 00 00 00 X.......................`.......
7360 08 00 00 00 00 00 00 00 75 9c 05 00 00 00 00 00 68 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........u.......h...............
7380 20 3c 03 00 00 00 00 00 78 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 ee 06 00 00 00 00 00 .<......x.......................
73a0 80 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 9c 05 00 00 00 00 00 88 07 0b 00 00 00 00 00 ................................
73c0 08 00 00 00 00 00 00 00 00 9f 03 00 00 00 00 00 98 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
73e0 c0 f9 06 00 00 00 00 00 a0 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 9f 9c 05 00 00 00 00 00 ................................
7400 a8 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 30 58 03 00 00 00 00 00 b8 07 0b 00 00 00 00 00 ................0X..............
7420 08 00 00 00 00 00 00 00 00 03 07 00 00 00 00 00 c0 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7440 aa 9c 05 00 00 00 00 00 c8 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 43 03 00 00 00 00 00 .........................C......
7460 d8 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 10 07 00 00 00 00 00 e0 07 0b 00 00 00 00 00 ................................
7480 08 00 00 00 00 00 00 00 dd 9c 05 00 00 00 00 00 e8 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
74a0 30 c2 01 00 00 00 00 00 f8 07 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 40 1e 07 00 00 00 00 00 0.......................@.......
74c0 00 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 d4 9c 05 00 00 00 00 00 08 08 0b 00 00 00 00 00 ................................
74e0 08 00 00 00 00 00 00 00 e0 a5 03 00 00 00 00 00 18 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7500 60 2a 07 00 00 00 00 00 20 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 4b 9c 05 00 00 00 00 00 `*......................K.......
7520 28 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 9b 01 00 00 00 00 00 38 08 0b 00 00 00 00 00 (.......................8.......
7540 08 00 00 00 00 00 00 00 80 35 07 00 00 00 00 00 40 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 .........5......@...............
7560 42 9c 05 00 00 00 00 00 48 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 22 03 00 00 00 00 00 B.......H................"......
7580 58 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 60 45 07 00 00 00 00 00 60 08 0b 00 00 00 00 00 X...............`E......`.......
75a0 08 00 00 00 00 00 00 00 e4 9b 05 00 00 00 00 00 68 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................h...............
75c0 00 70 02 00 00 00 00 00 78 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 4d 07 00 00 00 00 00 .p......x................M......
75e0 80 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 bc 99 05 00 00 00 00 00 88 08 0b 00 00 00 00 00 ................................
7600 08 00 00 00 00 00 00 00 90 99 01 00 00 00 00 00 98 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7620 00 59 07 00 00 00 00 00 a0 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 63 9b 05 00 00 00 00 00 .Y......................c.......
7640 a8 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 60 97 01 00 00 00 00 00 b8 08 0b 00 00 00 00 00 ................`...............
7660 08 00 00 00 00 00 00 00 40 62 07 00 00 00 00 00 c0 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........@b......................
7680 00 9c 05 00 00 00 00 00 c8 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 ab 02 00 00 00 00 00 ................................
76a0 d8 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 66 07 00 00 00 00 00 e0 08 0b 00 00 00 00 00 .................f..............
76c0 08 00 00 00 00 00 00 00 f6 9c 05 00 00 00 00 00 e8 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
76e0 70 7a 04 00 00 00 00 00 f8 08 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 75 07 00 00 00 00 00 pz.......................u......
7700 00 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 70 9a 05 00 00 00 00 00 08 09 0b 00 00 00 00 00 ................p...............
7720 08 00 00 00 00 00 00 00 00 e7 01 00 00 00 00 00 18 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7740 e0 83 07 00 00 00 00 00 20 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ac 9c 05 00 00 00 00 00 ................................
7760 28 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 60 03 00 00 00 00 00 38 09 0b 00 00 00 00 00 (................`......8.......
7780 08 00 00 00 00 00 00 00 80 86 07 00 00 00 00 00 40 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................@...............
77a0 81 9b 05 00 00 00 00 00 48 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 30 01 02 00 00 00 00 00 ........H...............0.......
77c0 58 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 80 93 07 00 00 00 00 00 60 09 0b 00 00 00 00 00 X.......................`.......
77e0 08 00 00 00 00 00 00 00 52 9c 05 00 00 00 00 00 68 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........R.......h...............
7800 90 27 03 00 00 00 00 00 78 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 99 07 00 00 00 00 00 .'......x.......................
7820 80 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 5b 9c 05 00 00 00 00 00 88 09 0b 00 00 00 00 00 ................[...............
7840 08 00 00 00 00 00 00 00 b0 e7 04 00 00 00 00 00 98 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7860 e0 9d 07 00 00 00 00 00 a0 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 8a 9c 05 00 00 00 00 00 ................................
7880 a8 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 20 4b 03 00 00 00 00 00 b8 09 0b 00 00 00 00 00 .................K..............
78a0 08 00 00 00 00 00 00 00 80 a8 07 00 00 00 00 00 c0 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
78c0 b5 99 05 00 00 00 00 00 c8 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 90 94 01 00 00 00 00 00 ................................
78e0 d8 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 af 07 00 00 00 00 00 e0 09 0b 00 00 00 00 00 ................................
7900 08 00 00 00 00 00 00 00 1f 9c 05 00 00 00 00 00 e8 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7920 e0 dd 02 00 00 00 00 00 f8 09 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 af 07 00 00 00 00 00 ................................
7940 00 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 15 9c 05 00 00 00 00 00 08 0a 0b 00 00 00 00 00 ................................
7960 08 00 00 00 00 00 00 00 50 ca 02 00 00 00 00 00 18 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ........P.......................
7980 80 b6 07 00 00 00 00 00 20 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 8a 9b 05 00 00 00 00 00 ................................
79a0 28 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 17 02 00 00 00 00 00 38 0a 0b 00 00 00 00 00 (.......................8.......
79c0 08 00 00 00 00 00 00 00 a0 bd 07 00 00 00 00 00 40 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................@...............
79e0 7c 9b 05 00 00 00 00 00 48 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 00 90 01 00 00 00 00 00 |.......H.......................
7a00 58 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 c2 07 00 00 00 00 00 60 0a 0b 00 00 00 00 00 X.......................`.......
7a20 08 00 00 00 00 00 00 00 99 99 05 00 00 00 00 00 68 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................h...............
7a40 60 88 01 00 00 00 00 00 80 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 08 9c 05 00 00 00 00 00 `...............................
7a60 88 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 c4 02 00 00 00 00 00 a0 0a 0b 00 00 00 00 00 ................................
7a80 08 00 00 00 00 00 00 00 8c 99 05 00 00 00 00 00 a8 0a 0b 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
7aa0 d0 86 01 00 00 00 00 00 a8 ee 0a 00 00 00 00 00 06 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 ................................
7ac0 b0 ee 0a 00 00 00 00 00 06 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 b8 ee 0a 00 00 00 00 00 ................................
7ae0 06 00 00 00 0b 00 00 00 00 00 00 00 00 00 00 00 c0 ee 0a 00 00 00 00 00 06 00 00 00 0c 00 00 00 ................................
7b00 00 00 00 00 00 00 00 00 c8 ee 0a 00 00 00 00 00 06 00 00 00 0d 00 00 00 00 00 00 00 00 00 00 00 ................................
7b20 d0 ee 0a 00 00 00 00 00 06 00 00 00 2e 00 00 00 00 00 00 00 00 00 00 00 d8 ee 0a 00 00 00 00 00 ................................
7b40 06 00 00 00 37 00 00 00 00 00 00 00 00 00 00 00 e0 ee 0a 00 00 00 00 00 06 00 00 00 38 00 00 00 ....7.......................8...
7b60 00 00 00 00 00 00 00 00 e8 ee 0a 00 00 00 00 00 06 00 00 00 3a 00 00 00 00 00 00 00 00 00 00 00 ....................:...........
7b80 f0 ee 0a 00 00 00 00 00 06 00 00 00 3b 00 00 00 00 00 00 00 00 00 00 00 f8 ee 0a 00 00 00 00 00 ............;...................
7ba0 06 00 00 00 58 00 00 00 00 00 00 00 00 00 00 00 00 ef 0a 00 00 00 00 00 06 00 00 00 5b 00 00 00 ....X.......................[...
7bc0 00 00 00 00 00 00 00 00 08 ef 0a 00 00 00 00 00 06 00 00 00 5c 00 00 00 00 00 00 00 00 00 00 00 ....................\...........
7be0 10 ef 0a 00 00 00 00 00 06 00 00 00 5e 00 00 00 00 00 00 00 00 00 00 00 18 ef 0a 00 00 00 00 00 ............^...................
7c00 06 00 00 00 60 00 00 00 00 00 00 00 00 00 00 00 20 ef 0a 00 00 00 00 00 06 00 00 00 64 00 00 00 ....`.......................d...
7c20 00 00 00 00 00 00 00 00 28 ef 0a 00 00 00 00 00 06 00 00 00 68 00 00 00 00 00 00 00 00 00 00 00 ........(...........h...........
7c40 30 ef 0a 00 00 00 00 00 06 00 00 00 70 00 00 00 00 00 00 00 00 00 00 00 38 ef 0a 00 00 00 00 00 0...........p...........8.......
7c60 06 00 00 00 72 00 00 00 00 00 00 00 00 00 00 00 40 ef 0a 00 00 00 00 00 06 00 00 00 73 00 00 00 ....r...........@...........s...
7c80 00 00 00 00 00 00 00 00 48 ef 0a 00 00 00 00 00 06 00 00 00 7a 00 00 00 00 00 00 00 00 00 00 00 ........H...........z...........
7ca0 50 ef 0a 00 00 00 00 00 06 00 00 00 7d 00 00 00 00 00 00 00 00 00 00 00 58 ef 0a 00 00 00 00 00 P...........}...........X.......
7cc0 06 00 00 00 7f 00 00 00 00 00 00 00 00 00 00 00 60 ef 0a 00 00 00 00 00 06 00 00 00 81 00 00 00 ................`...............
7ce0 00 00 00 00 00 00 00 00 68 ef 0a 00 00 00 00 00 06 00 00 00 83 00 00 00 00 00 00 00 00 00 00 00 ........h.......................
7d00 70 ef 0a 00 00 00 00 00 06 00 00 00 86 00 00 00 00 00 00 00 00 00 00 00 78 ef 0a 00 00 00 00 00 p.......................x.......
7d20 06 00 00 00 87 00 00 00 00 00 00 00 00 00 00 00 80 ef 0a 00 00 00 00 00 06 00 00 00 8e 00 00 00 ................................
7d40 00 00 00 00 00 00 00 00 88 ef 0a 00 00 00 00 00 06 00 00 00 92 00 00 00 00 00 00 00 00 00 00 00 ................................
7d60 90 ef 0a 00 00 00 00 00 06 00 00 00 95 00 00 00 00 00 00 00 00 00 00 00 98 ef 0a 00 00 00 00 00 ................................
7d80 06 00 00 00 97 00 00 00 00 00 00 00 00 00 00 00 a0 ef 0a 00 00 00 00 00 06 00 00 00 9a 00 00 00 ................................
7da0 00 00 00 00 00 00 00 00 a8 ef 0a 00 00 00 00 00 06 00 00 00 a0 00 00 00 00 00 00 00 00 00 00 00 ................................
7dc0 b0 ef 0a 00 00 00 00 00 06 00 00 00 a3 00 00 00 00 00 00 00 00 00 00 00 b8 ef 0a 00 00 00 00 00 ................................
7de0 06 00 00 00 a8 00 00 00 00 00 00 00 00 00 00 00 c0 ef 0a 00 00 00 00 00 06 00 00 00 af 00 00 00 ................................
7e00 00 00 00 00 00 00 00 00 c8 ef 0a 00 00 00 00 00 06 00 00 00 b6 00 00 00 00 00 00 00 00 00 00 00 ................................
7e20 00 f0 0a 00 00 00 00 00 07 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 08 f0 0a 00 00 00 00 00 ................................
7e40 07 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 10 f0 0a 00 00 00 00 00 07 00 00 00 03 00 00 00 ................................
7e60 00 00 00 00 00 00 00 00 18 f0 0a 00 00 00 00 00 07 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 ................................
7e80 20 f0 0a 00 00 00 00 00 07 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 28 f0 0a 00 00 00 00 00 ........................(.......
7ea0 07 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 30 f0 0a 00 00 00 00 00 07 00 00 00 08 00 00 00 ................0...............
7ec0 00 00 00 00 00 00 00 00 38 f0 0a 00 00 00 00 00 07 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 ........8.......................
7ee0 40 f0 0a 00 00 00 00 00 07 00 00 00 0e 00 00 00 00 00 00 00 00 00 00 00 48 f0 0a 00 00 00 00 00 @.......................H.......
7f00 07 00 00 00 0f 00 00 00 00 00 00 00 00 00 00 00 50 f0 0a 00 00 00 00 00 07 00 00 00 10 00 00 00 ................P...............
7f20 00 00 00 00 00 00 00 00 58 f0 0a 00 00 00 00 00 07 00 00 00 11 00 00 00 00 00 00 00 00 00 00 00 ........X.......................
7f40 60 f0 0a 00 00 00 00 00 07 00 00 00 12 00 00 00 00 00 00 00 00 00 00 00 68 f0 0a 00 00 00 00 00 `.......................h.......
7f60 07 00 00 00 13 00 00 00 00 00 00 00 00 00 00 00 70 f0 0a 00 00 00 00 00 07 00 00 00 14 00 00 00 ................p...............
7f80 00 00 00 00 00 00 00 00 78 f0 0a 00 00 00 00 00 07 00 00 00 15 00 00 00 00 00 00 00 00 00 00 00 ........x.......................
7fa0 80 f0 0a 00 00 00 00 00 07 00 00 00 16 00 00 00 00 00 00 00 00 00 00 00 88 f0 0a 00 00 00 00 00 ................................
7fc0 07 00 00 00 17 00 00 00 00 00 00 00 00 00 00 00 90 f0 0a 00 00 00 00 00 07 00 00 00 18 00 00 00 ................................
7fe0 00 00 00 00 00 00 00 00 98 f0 0a 00 00 00 00 00 07 00 00 00 19 00 00 00 00 00 00 00 00 00 00 00 ................................
8000 a0 f0 0a 00 00 00 00 00 07 00 00 00 1a 00 00 00 00 00 00 00 00 00 00 00 a8 f0 0a 00 00 00 00 00 ................................
8020 07 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 00 b0 f0 0a 00 00 00 00 00 07 00 00 00 1c 00 00 00 ................................
8040 00 00 00 00 00 00 00 00 b8 f0 0a 00 00 00 00 00 07 00 00 00 1d 00 00 00 00 00 00 00 00 00 00 00 ................................
8060 c0 f0 0a 00 00 00 00 00 07 00 00 00 1e 00 00 00 00 00 00 00 00 00 00 00 c8 f0 0a 00 00 00 00 00 ................................
8080 07 00 00 00 1f 00 00 00 00 00 00 00 00 00 00 00 d0 f0 0a 00 00 00 00 00 07 00 00 00 20 00 00 00 ................................
80a0 00 00 00 00 00 00 00 00 d8 f0 0a 00 00 00 00 00 07 00 00 00 21 00 00 00 00 00 00 00 00 00 00 00 ....................!...........
80c0 e0 f0 0a 00 00 00 00 00 07 00 00 00 22 00 00 00 00 00 00 00 00 00 00 00 e8 f0 0a 00 00 00 00 00 ............"...................
80e0 07 00 00 00 23 00 00 00 00 00 00 00 00 00 00 00 f0 f0 0a 00 00 00 00 00 07 00 00 00 24 00 00 00 ....#.......................$...
8100 00 00 00 00 00 00 00 00 f8 f0 0a 00 00 00 00 00 07 00 00 00 25 00 00 00 00 00 00 00 00 00 00 00 ....................%...........
8120 00 f1 0a 00 00 00 00 00 07 00 00 00 26 00 00 00 00 00 00 00 00 00 00 00 08 f1 0a 00 00 00 00 00 ............&...................
8140 07 00 00 00 27 00 00 00 00 00 00 00 00 00 00 00 10 f1 0a 00 00 00 00 00 07 00 00 00 28 00 00 00 ....'.......................(...
8160 00 00 00 00 00 00 00 00 18 f1 0a 00 00 00 00 00 07 00 00 00 29 00 00 00 00 00 00 00 00 00 00 00 ....................)...........
8180 20 f1 0a 00 00 00 00 00 07 00 00 00 2a 00 00 00 00 00 00 00 00 00 00 00 28 f1 0a 00 00 00 00 00 ............*...........(.......
81a0 07 00 00 00 2b 00 00 00 00 00 00 00 00 00 00 00 30 f1 0a 00 00 00 00 00 07 00 00 00 2c 00 00 00 ....+...........0...........,...
81c0 00 00 00 00 00 00 00 00 38 f1 0a 00 00 00 00 00 07 00 00 00 2d 00 00 00 00 00 00 00 00 00 00 00 ........8...........-...........
81e0 40 f1 0a 00 00 00 00 00 07 00 00 00 2f 00 00 00 00 00 00 00 00 00 00 00 48 f1 0a 00 00 00 00 00 @.........../...........H.......
8200 07 00 00 00 30 00 00 00 00 00 00 00 00 00 00 00 50 f1 0a 00 00 00 00 00 07 00 00 00 31 00 00 00 ....0...........P...........1...
8220 00 00 00 00 00 00 00 00 58 f1 0a 00 00 00 00 00 07 00 00 00 32 00 00 00 00 00 00 00 00 00 00 00 ........X...........2...........
8240 60 f1 0a 00 00 00 00 00 07 00 00 00 33 00 00 00 00 00 00 00 00 00 00 00 68 f1 0a 00 00 00 00 00 `...........3...........h.......
8260 07 00 00 00 34 00 00 00 00 00 00 00 00 00 00 00 70 f1 0a 00 00 00 00 00 07 00 00 00 35 00 00 00 ....4...........p...........5...
8280 00 00 00 00 00 00 00 00 78 f1 0a 00 00 00 00 00 07 00 00 00 36 00 00 00 00 00 00 00 00 00 00 00 ........x...........6...........
82a0 80 f1 0a 00 00 00 00 00 07 00 00 00 39 00 00 00 00 00 00 00 00 00 00 00 88 f1 0a 00 00 00 00 00 ............9...................
82c0 07 00 00 00 3c 00 00 00 00 00 00 00 00 00 00 00 90 f1 0a 00 00 00 00 00 07 00 00 00 3d 00 00 00 ....<.......................=...
82e0 00 00 00 00 00 00 00 00 98 f1 0a 00 00 00 00 00 07 00 00 00 3e 00 00 00 00 00 00 00 00 00 00 00 ....................>...........
8300 a0 f1 0a 00 00 00 00 00 07 00 00 00 3f 00 00 00 00 00 00 00 00 00 00 00 a8 f1 0a 00 00 00 00 00 ............?...................
8320 07 00 00 00 40 00 00 00 00 00 00 00 00 00 00 00 b0 f1 0a 00 00 00 00 00 07 00 00 00 41 00 00 00 ....@.......................A...
8340 00 00 00 00 00 00 00 00 b8 f1 0a 00 00 00 00 00 07 00 00 00 42 00 00 00 00 00 00 00 00 00 00 00 ....................B...........
8360 c0 f1 0a 00 00 00 00 00 07 00 00 00 43 00 00 00 00 00 00 00 00 00 00 00 c8 f1 0a 00 00 00 00 00 ............C...................
8380 07 00 00 00 44 00 00 00 00 00 00 00 00 00 00 00 d0 f1 0a 00 00 00 00 00 07 00 00 00 45 00 00 00 ....D.......................E...
83a0 00 00 00 00 00 00 00 00 d8 f1 0a 00 00 00 00 00 07 00 00 00 46 00 00 00 00 00 00 00 00 00 00 00 ....................F...........
83c0 e0 f1 0a 00 00 00 00 00 07 00 00 00 47 00 00 00 00 00 00 00 00 00 00 00 e8 f1 0a 00 00 00 00 00 ............G...................
83e0 07 00 00 00 48 00 00 00 00 00 00 00 00 00 00 00 f0 f1 0a 00 00 00 00 00 07 00 00 00 49 00 00 00 ....H.......................I...
8400 00 00 00 00 00 00 00 00 f8 f1 0a 00 00 00 00 00 07 00 00 00 4a 00 00 00 00 00 00 00 00 00 00 00 ....................J...........
8420 00 f2 0a 00 00 00 00 00 07 00 00 00 4b 00 00 00 00 00 00 00 00 00 00 00 08 f2 0a 00 00 00 00 00 ............K...................
8440 07 00 00 00 4c 00 00 00 00 00 00 00 00 00 00 00 10 f2 0a 00 00 00 00 00 07 00 00 00 4d 00 00 00 ....L.......................M...
8460 00 00 00 00 00 00 00 00 18 f2 0a 00 00 00 00 00 07 00 00 00 4e 00 00 00 00 00 00 00 00 00 00 00 ....................N...........
8480 20 f2 0a 00 00 00 00 00 07 00 00 00 4f 00 00 00 00 00 00 00 00 00 00 00 28 f2 0a 00 00 00 00 00 ............O...........(.......
84a0 07 00 00 00 50 00 00 00 00 00 00 00 00 00 00 00 30 f2 0a 00 00 00 00 00 07 00 00 00 51 00 00 00 ....P...........0...........Q...
84c0 00 00 00 00 00 00 00 00 38 f2 0a 00 00 00 00 00 07 00 00 00 52 00 00 00 00 00 00 00 00 00 00 00 ........8...........R...........
84e0 40 f2 0a 00 00 00 00 00 07 00 00 00 53 00 00 00 00 00 00 00 00 00 00 00 48 f2 0a 00 00 00 00 00 @...........S...........H.......
8500 07 00 00 00 54 00 00 00 00 00 00 00 00 00 00 00 50 f2 0a 00 00 00 00 00 07 00 00 00 55 00 00 00 ....T...........P...........U...
8520 00 00 00 00 00 00 00 00 58 f2 0a 00 00 00 00 00 07 00 00 00 56 00 00 00 00 00 00 00 00 00 00 00 ........X...........V...........
8540 60 f2 0a 00 00 00 00 00 07 00 00 00 57 00 00 00 00 00 00 00 00 00 00 00 68 f2 0a 00 00 00 00 00 `...........W...........h.......
8560 07 00 00 00 59 00 00 00 00 00 00 00 00 00 00 00 70 f2 0a 00 00 00 00 00 07 00 00 00 5a 00 00 00 ....Y...........p...........Z...
8580 00 00 00 00 00 00 00 00 78 f2 0a 00 00 00 00 00 07 00 00 00 5d 00 00 00 00 00 00 00 00 00 00 00 ........x...........]...........
85a0 80 f2 0a 00 00 00 00 00 07 00 00 00 5f 00 00 00 00 00 00 00 00 00 00 00 88 f2 0a 00 00 00 00 00 ............_...................
85c0 07 00 00 00 61 00 00 00 00 00 00 00 00 00 00 00 90 f2 0a 00 00 00 00 00 07 00 00 00 62 00 00 00 ....a.......................b...
85e0 00 00 00 00 00 00 00 00 98 f2 0a 00 00 00 00 00 07 00 00 00 63 00 00 00 00 00 00 00 00 00 00 00 ....................c...........
8600 a0 f2 0a 00 00 00 00 00 07 00 00 00 65 00 00 00 00 00 00 00 00 00 00 00 a8 f2 0a 00 00 00 00 00 ............e...................
8620 07 00 00 00 66 00 00 00 00 00 00 00 00 00 00 00 b0 f2 0a 00 00 00 00 00 07 00 00 00 67 00 00 00 ....f.......................g...
8640 00 00 00 00 00 00 00 00 b8 f2 0a 00 00 00 00 00 07 00 00 00 69 00 00 00 00 00 00 00 00 00 00 00 ....................i...........
8660 c0 f2 0a 00 00 00 00 00 07 00 00 00 6a 00 00 00 00 00 00 00 00 00 00 00 c8 f2 0a 00 00 00 00 00 ............j...................
8680 07 00 00 00 6b 00 00 00 00 00 00 00 00 00 00 00 d0 f2 0a 00 00 00 00 00 07 00 00 00 6c 00 00 00 ....k.......................l...
86a0 00 00 00 00 00 00 00 00 d8 f2 0a 00 00 00 00 00 07 00 00 00 6d 00 00 00 00 00 00 00 00 00 00 00 ....................m...........
86c0 e0 f2 0a 00 00 00 00 00 07 00 00 00 6e 00 00 00 00 00 00 00 00 00 00 00 e8 f2 0a 00 00 00 00 00 ............n...................
86e0 07 00 00 00 6f 00 00 00 00 00 00 00 00 00 00 00 f0 f2 0a 00 00 00 00 00 07 00 00 00 71 00 00 00 ....o.......................q...
8700 00 00 00 00 00 00 00 00 f8 f2 0a 00 00 00 00 00 07 00 00 00 74 00 00 00 00 00 00 00 00 00 00 00 ....................t...........
8720 00 f3 0a 00 00 00 00 00 07 00 00 00 75 00 00 00 00 00 00 00 00 00 00 00 08 f3 0a 00 00 00 00 00 ............u...................
8740 07 00 00 00 76 00 00 00 00 00 00 00 00 00 00 00 10 f3 0a 00 00 00 00 00 07 00 00 00 77 00 00 00 ....v.......................w...
8760 00 00 00 00 00 00 00 00 18 f3 0a 00 00 00 00 00 07 00 00 00 78 00 00 00 00 00 00 00 00 00 00 00 ....................x...........
8780 20 f3 0a 00 00 00 00 00 07 00 00 00 79 00 00 00 00 00 00 00 00 00 00 00 28 f3 0a 00 00 00 00 00 ............y...........(.......
87a0 07 00 00 00 7b 00 00 00 00 00 00 00 00 00 00 00 30 f3 0a 00 00 00 00 00 07 00 00 00 7c 00 00 00 ....{...........0...........|...
87c0 00 00 00 00 00 00 00 00 38 f3 0a 00 00 00 00 00 07 00 00 00 7e 00 00 00 00 00 00 00 00 00 00 00 ........8...........~...........
87e0 40 f3 0a 00 00 00 00 00 07 00 00 00 80 00 00 00 00 00 00 00 00 00 00 00 48 f3 0a 00 00 00 00 00 @.......................H.......
8800 07 00 00 00 82 00 00 00 00 00 00 00 00 00 00 00 50 f3 0a 00 00 00 00 00 07 00 00 00 84 00 00 00 ................P...............
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8840 60 f3 0a 00 00 00 00 00 07 00 00 00 88 00 00 00 00 00 00 00 00 00 00 00 68 f3 0a 00 00 00 00 00 `.......................h.......
8860 07 00 00 00 89 00 00 00 00 00 00 00 00 00 00 00 70 f3 0a 00 00 00 00 00 07 00 00 00 8a 00 00 00 ................p...............
8880 00 00 00 00 00 00 00 00 78 f3 0a 00 00 00 00 00 07 00 00 00 8b 00 00 00 00 00 00 00 00 00 00 00 ........x.......................
88a0 80 f3 0a 00 00 00 00 00 07 00 00 00 8c 00 00 00 00 00 00 00 00 00 00 00 88 f3 0a 00 00 00 00 00 ................................
88c0 07 00 00 00 8d 00 00 00 00 00 00 00 00 00 00 00 90 f3 0a 00 00 00 00 00 07 00 00 00 8f 00 00 00 ................................
88e0 00 00 00 00 00 00 00 00 98 f3 0a 00 00 00 00 00 07 00 00 00 90 00 00 00 00 00 00 00 00 00 00 00 ................................
8900 a0 f3 0a 00 00 00 00 00 07 00 00 00 91 00 00 00 00 00 00 00 00 00 00 00 a8 f3 0a 00 00 00 00 00 ................................
8920 07 00 00 00 93 00 00 00 00 00 00 00 00 00 00 00 b0 f3 0a 00 00 00 00 00 07 00 00 00 94 00 00 00 ................................
8940 00 00 00 00 00 00 00 00 b8 f3 0a 00 00 00 00 00 07 00 00 00 96 00 00 00 00 00 00 00 00 00 00 00 ................................
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8980 07 00 00 00 99 00 00 00 00 00 00 00 00 00 00 00 d0 f3 0a 00 00 00 00 00 07 00 00 00 9b 00 00 00 ................................
89a0 00 00 00 00 00 00 00 00 d8 f3 0a 00 00 00 00 00 07 00 00 00 9c 00 00 00 00 00 00 00 00 00 00 00 ................................
89c0 e0 f3 0a 00 00 00 00 00 07 00 00 00 9d 00 00 00 00 00 00 00 00 00 00 00 e8 f3 0a 00 00 00 00 00 ................................
89e0 07 00 00 00 9e 00 00 00 00 00 00 00 00 00 00 00 f0 f3 0a 00 00 00 00 00 07 00 00 00 9f 00 00 00 ................................
8a00 00 00 00 00 00 00 00 00 f8 f3 0a 00 00 00 00 00 07 00 00 00 a1 00 00 00 00 00 00 00 00 00 00 00 ................................
8a20 00 f4 0a 00 00 00 00 00 07 00 00 00 a2 00 00 00 00 00 00 00 00 00 00 00 08 f4 0a 00 00 00 00 00 ................................
8a40 07 00 00 00 a4 00 00 00 00 00 00 00 00 00 00 00 10 f4 0a 00 00 00 00 00 07 00 00 00 a5 00 00 00 ................................
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8a80 20 f4 0a 00 00 00 00 00 07 00 00 00 a7 00 00 00 00 00 00 00 00 00 00 00 28 f4 0a 00 00 00 00 00 ........................(.......
8aa0 07 00 00 00 a9 00 00 00 00 00 00 00 00 00 00 00 30 f4 0a 00 00 00 00 00 07 00 00 00 aa 00 00 00 ................0...............
8ac0 00 00 00 00 00 00 00 00 38 f4 0a 00 00 00 00 00 07 00 00 00 ab 00 00 00 00 00 00 00 00 00 00 00 ........8.......................
8ae0 40 f4 0a 00 00 00 00 00 07 00 00 00 ac 00 00 00 00 00 00 00 00 00 00 00 48 f4 0a 00 00 00 00 00 @.......................H.......
8b00 07 00 00 00 ad 00 00 00 00 00 00 00 00 00 00 00 50 f4 0a 00 00 00 00 00 07 00 00 00 ae 00 00 00 ................P...............
8b20 00 00 00 00 00 00 00 00 58 f4 0a 00 00 00 00 00 07 00 00 00 af 00 00 00 00 00 00 00 00 00 00 00 ........X.......................
8b40 60 f4 0a 00 00 00 00 00 07 00 00 00 b0 00 00 00 00 00 00 00 00 00 00 00 68 f4 0a 00 00 00 00 00 `.......................h.......
8b60 07 00 00 00 b1 00 00 00 00 00 00 00 00 00 00 00 70 f4 0a 00 00 00 00 00 07 00 00 00 b2 00 00 00 ................p...............
8b80 00 00 00 00 00 00 00 00 78 f4 0a 00 00 00 00 00 07 00 00 00 b3 00 00 00 00 00 00 00 00 00 00 00 ........x.......................
8ba0 80 f4 0a 00 00 00 00 00 07 00 00 00 b4 00 00 00 00 00 00 00 00 00 00 00 88 f4 0a 00 00 00 00 00 ................................
8bc0 07 00 00 00 b5 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8be0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8c00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8c20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8c40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8c60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8c80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8ca0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8cc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8ce0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8d00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8d20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8d40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8d60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8d80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8da0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8dc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8de0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8e00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8e20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8e40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8e60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8e80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8ea0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8ec0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8ee0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8f00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8f20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8f40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8f60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8f80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8fa0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8fc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8fe0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9000 f3 0f 1e fa 48 83 ec 08 48 8b 05 f9 5e 0a 00 48 85 c0 74 02 ff d0 48 83 c4 08 c3 00 00 00 00 00 ....H...H...^..H..t...H.........
9020 ff 35 ca 5f 0a 00 ff 25 cc 5f 0a 00 0f 1f 40 00 ff 25 ca 5f 0a 00 68 00 00 00 00 e9 e0 ff ff ff .5._...%._....@..%._..h.........
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9080 ff 25 a2 5f 0a 00 68 05 00 00 00 e9 90 ff ff ff ff 25 9a 5f 0a 00 68 06 00 00 00 e9 80 ff ff ff .%._..h..........%._..h.........
90a0 ff 25 92 5f 0a 00 68 07 00 00 00 e9 70 ff ff ff ff 25 8a 5f 0a 00 68 08 00 00 00 e9 60 ff ff ff .%._..h.....p....%._..h.....`...
90c0 ff 25 82 5f 0a 00 68 09 00 00 00 e9 50 ff ff ff ff 25 7a 5f 0a 00 68 0a 00 00 00 e9 40 ff ff ff .%._..h.....P....%z_..h.....@...
90e0 ff 25 72 5f 0a 00 68 0b 00 00 00 e9 30 ff ff ff ff 25 6a 5f 0a 00 68 0c 00 00 00 e9 20 ff ff ff .%r_..h.....0....%j_..h.........
9100 ff 25 62 5f 0a 00 68 0d 00 00 00 e9 10 ff ff ff ff 25 5a 5f 0a 00 68 0e 00 00 00 e9 00 ff ff ff .%b_..h..........%Z_..h.........
9120 ff 25 52 5f 0a 00 68 0f 00 00 00 e9 f0 fe ff ff ff 25 4a 5f 0a 00 68 10 00 00 00 e9 e0 fe ff ff .%R_..h..........%J_..h.........
9140 ff 25 42 5f 0a 00 68 11 00 00 00 e9 d0 fe ff ff ff 25 3a 5f 0a 00 68 12 00 00 00 e9 c0 fe ff ff .%B_..h..........%:_..h.........
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9180 ff 25 22 5f 0a 00 68 15 00 00 00 e9 90 fe ff ff ff 25 1a 5f 0a 00 68 16 00 00 00 e9 80 fe ff ff .%"_..h..........%._..h.........
91a0 ff 25 12 5f 0a 00 68 17 00 00 00 e9 70 fe ff ff ff 25 0a 5f 0a 00 68 18 00 00 00 e9 60 fe ff ff .%._..h.....p....%._..h.....`...
91c0 ff 25 02 5f 0a 00 68 19 00 00 00 e9 50 fe ff ff ff 25 fa 5e 0a 00 68 1a 00 00 00 e9 40 fe ff ff .%._..h.....P....%.^..h.....@...
91e0 ff 25 f2 5e 0a 00 68 1b 00 00 00 e9 30 fe ff ff ff 25 ea 5e 0a 00 68 1c 00 00 00 e9 20 fe ff ff .%.^..h.....0....%.^..h.........
9200 ff 25 e2 5e 0a 00 68 1d 00 00 00 e9 10 fe ff ff ff 25 da 5e 0a 00 68 1e 00 00 00 e9 00 fe ff ff .%.^..h..........%.^..h.........
9220 ff 25 d2 5e 0a 00 68 1f 00 00 00 e9 f0 fd ff ff ff 25 ca 5e 0a 00 68 20 00 00 00 e9 e0 fd ff ff .%.^..h..........%.^..h.........
9240 ff 25 c2 5e 0a 00 68 21 00 00 00 e9 d0 fd ff ff ff 25 ba 5e 0a 00 68 22 00 00 00 e9 c0 fd ff ff .%.^..h!.........%.^..h"........
9260 ff 25 b2 5e 0a 00 68 23 00 00 00 e9 b0 fd ff ff ff 25 aa 5e 0a 00 68 24 00 00 00 e9 a0 fd ff ff .%.^..h#.........%.^..h$........
9280 ff 25 a2 5e 0a 00 68 25 00 00 00 e9 90 fd ff ff ff 25 9a 5e 0a 00 68 26 00 00 00 e9 80 fd ff ff .%.^..h%.........%.^..h&........
92a0 ff 25 92 5e 0a 00 68 27 00 00 00 e9 70 fd ff ff ff 25 8a 5e 0a 00 68 28 00 00 00 e9 60 fd ff ff .%.^..h'....p....%.^..h(....`...
92c0 ff 25 82 5e 0a 00 68 29 00 00 00 e9 50 fd ff ff ff 25 7a 5e 0a 00 68 2a 00 00 00 e9 40 fd ff ff .%.^..h)....P....%z^..h*....@...
92e0 ff 25 72 5e 0a 00 68 2b 00 00 00 e9 30 fd ff ff ff 25 6a 5e 0a 00 68 2c 00 00 00 e9 20 fd ff ff .%r^..h+....0....%j^..h,........
9300 ff 25 62 5e 0a 00 68 2d 00 00 00 e9 10 fd ff ff ff 25 5a 5e 0a 00 68 2e 00 00 00 e9 00 fd ff ff .%b^..h-.........%Z^..h.........
9320 ff 25 52 5e 0a 00 68 2f 00 00 00 e9 f0 fc ff ff ff 25 4a 5e 0a 00 68 30 00 00 00 e9 e0 fc ff ff .%R^..h/.........%J^..h0........
9340 ff 25 42 5e 0a 00 68 31 00 00 00 e9 d0 fc ff ff ff 25 3a 5e 0a 00 68 32 00 00 00 e9 c0 fc ff ff .%B^..h1.........%:^..h2........
9360 ff 25 32 5e 0a 00 68 33 00 00 00 e9 b0 fc ff ff ff 25 2a 5e 0a 00 68 34 00 00 00 e9 a0 fc ff ff .%2^..h3.........%*^..h4........
9380 ff 25 22 5e 0a 00 68 35 00 00 00 e9 90 fc ff ff ff 25 1a 5e 0a 00 68 36 00 00 00 e9 80 fc ff ff .%"^..h5.........%.^..h6........
93a0 ff 25 12 5e 0a 00 68 37 00 00 00 e9 70 fc ff ff ff 25 0a 5e 0a 00 68 38 00 00 00 e9 60 fc ff ff .%.^..h7....p....%.^..h8....`...
93c0 ff 25 02 5e 0a 00 68 39 00 00 00 e9 50 fc ff ff ff 25 fa 5d 0a 00 68 3a 00 00 00 e9 40 fc ff ff .%.^..h9....P....%.]..h:....@...
93e0 ff 25 f2 5d 0a 00 68 3b 00 00 00 e9 30 fc ff ff ff 25 ea 5d 0a 00 68 3c 00 00 00 e9 20 fc ff ff .%.]..h;....0....%.]..h<........
9400 ff 25 e2 5d 0a 00 68 3d 00 00 00 e9 10 fc ff ff ff 25 da 5d 0a 00 68 3e 00 00 00 e9 00 fc ff ff .%.]..h=.........%.]..h>........
9420 ff 25 d2 5d 0a 00 68 3f 00 00 00 e9 f0 fb ff ff ff 25 ca 5d 0a 00 68 40 00 00 00 e9 e0 fb ff ff .%.]..h?.........%.]..h@........
9440 ff 25 c2 5d 0a 00 68 41 00 00 00 e9 d0 fb ff ff ff 25 ba 5d 0a 00 68 42 00 00 00 e9 c0 fb ff ff .%.]..hA.........%.]..hB........
9460 ff 25 b2 5d 0a 00 68 43 00 00 00 e9 b0 fb ff ff ff 25 aa 5d 0a 00 68 44 00 00 00 e9 a0 fb ff ff .%.]..hC.........%.]..hD........
9480 ff 25 a2 5d 0a 00 68 45 00 00 00 e9 90 fb ff ff ff 25 9a 5d 0a 00 68 46 00 00 00 e9 80 fb ff ff .%.]..hE.........%.]..hF........
94a0 ff 25 92 5d 0a 00 68 47 00 00 00 e9 70 fb ff ff ff 25 8a 5d 0a 00 68 48 00 00 00 e9 60 fb ff ff .%.]..hG....p....%.]..hH....`...
94c0 ff 25 82 5d 0a 00 68 49 00 00 00 e9 50 fb ff ff ff 25 7a 5d 0a 00 68 4a 00 00 00 e9 40 fb ff ff .%.]..hI....P....%z]..hJ....@...
94e0 ff 25 72 5d 0a 00 68 4b 00 00 00 e9 30 fb ff ff ff 25 6a 5d 0a 00 68 4c 00 00 00 e9 20 fb ff ff .%r]..hK....0....%j]..hL........
9500 ff 25 62 5d 0a 00 68 4d 00 00 00 e9 10 fb ff ff ff 25 5a 5d 0a 00 68 4e 00 00 00 e9 00 fb ff ff .%b]..hM.........%Z]..hN........
9520 ff 25 52 5d 0a 00 68 4f 00 00 00 e9 f0 fa ff ff ff 25 4a 5d 0a 00 68 50 00 00 00 e9 e0 fa ff ff .%R]..hO.........%J]..hP........
9540 ff 25 42 5d 0a 00 68 51 00 00 00 e9 d0 fa ff ff ff 25 3a 5d 0a 00 68 52 00 00 00 e9 c0 fa ff ff .%B]..hQ.........%:]..hR........
9560 ff 25 32 5d 0a 00 68 53 00 00 00 e9 b0 fa ff ff ff 25 2a 5d 0a 00 68 54 00 00 00 e9 a0 fa ff ff .%2]..hS.........%*]..hT........
9580 ff 25 22 5d 0a 00 68 55 00 00 00 e9 90 fa ff ff ff 25 1a 5d 0a 00 68 56 00 00 00 e9 80 fa ff ff .%"]..hU.........%.]..hV........
95a0 ff 25 12 5d 0a 00 68 57 00 00 00 e9 70 fa ff ff ff 25 0a 5d 0a 00 68 58 00 00 00 e9 60 fa ff ff .%.]..hW....p....%.]..hX....`...
95c0 ff 25 02 5d 0a 00 68 59 00 00 00 e9 50 fa ff ff ff 25 fa 5c 0a 00 68 5a 00 00 00 e9 40 fa ff ff .%.]..hY....P....%.\..hZ....@...
95e0 ff 25 f2 5c 0a 00 68 5b 00 00 00 e9 30 fa ff ff ff 25 ea 5c 0a 00 68 5c 00 00 00 e9 20 fa ff ff .%.\..h[....0....%.\..h\........
9600 ff 25 e2 5c 0a 00 68 5d 00 00 00 e9 10 fa ff ff ff 25 da 5c 0a 00 68 5e 00 00 00 e9 00 fa ff ff .%.\..h].........%.\..h^........
9620 ff 25 d2 5c 0a 00 68 5f 00 00 00 e9 f0 f9 ff ff ff 25 ca 5c 0a 00 68 60 00 00 00 e9 e0 f9 ff ff .%.\..h_.........%.\..h`........
9640 ff 25 c2 5c 0a 00 68 61 00 00 00 e9 d0 f9 ff ff ff 25 ba 5c 0a 00 68 62 00 00 00 e9 c0 f9 ff ff .%.\..ha.........%.\..hb........
9660 ff 25 b2 5c 0a 00 68 63 00 00 00 e9 b0 f9 ff ff ff 25 aa 5c 0a 00 68 64 00 00 00 e9 a0 f9 ff ff .%.\..hc.........%.\..hd........
9680 ff 25 a2 5c 0a 00 68 65 00 00 00 e9 90 f9 ff ff ff 25 9a 5c 0a 00 68 66 00 00 00 e9 80 f9 ff ff .%.\..he.........%.\..hf........
96a0 ff 25 92 5c 0a 00 68 67 00 00 00 e9 70 f9 ff ff ff 25 8a 5c 0a 00 68 68 00 00 00 e9 60 f9 ff ff .%.\..hg....p....%.\..hh....`...
96c0 ff 25 82 5c 0a 00 68 69 00 00 00 e9 50 f9 ff ff ff 25 7a 5c 0a 00 68 6a 00 00 00 e9 40 f9 ff ff .%.\..hi....P....%z\..hj....@...
96e0 ff 25 72 5c 0a 00 68 6b 00 00 00 e9 30 f9 ff ff ff 25 6a 5c 0a 00 68 6c 00 00 00 e9 20 f9 ff ff .%r\..hk....0....%j\..hl........
9700 ff 25 62 5c 0a 00 68 6d 00 00 00 e9 10 f9 ff ff ff 25 5a 5c 0a 00 68 6e 00 00 00 e9 00 f9 ff ff .%b\..hm.........%Z\..hn........
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10260 48 89 df e8 98 8f ff ff 48 8b 35 49 18 0a 00 48 8b 3d ca 08 0a 00 4c 89 fa e8 d2 94 ff ff 85 c0 H.......H.5I...H.=....L.........
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102c0 dc 39 00 00 48 89 c3 48 85 c0 0f 84 4a 28 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c .9..H..H....J(..I....x.H..I..u.L
102e0 89 ff e8 19 8f ff ff 48 8b 35 2a 18 0a 00 48 8b 3d 4b 08 0a 00 48 89 da e8 53 94 ff ff 85 c0 0f .......H.5*...H.=K...H...S......
10300 88 28 28 00 00 48 8b 03 85 c0 78 10 48 ff c8 48 89 03 75 08 48 89 df e8 e4 8e ff ff 48 8b 3d fd .((..H....x.H..H..u.H.......H.=.
10320 17 0a 00 e8 28 75 00 00 48 89 c3 48 85 c0 0f 84 0d 28 00 00 48 8b 35 f5 17 0a 00 48 89 c7 e8 5d ....(u..H..H.....(..H.5....H...]
10340 39 00 00 49 89 c7 48 85 c0 0f 84 08 28 00 00 48 8b 03 85 c0 78 10 48 ff c8 48 89 03 75 08 48 89 9..I..H.....(..H....x.H..H..u.H.
10360 df e8 9a 8e ff ff 48 8b 35 c3 17 0a 00 48 8b 3d cc 07 0a 00 4c 89 fa e8 d4 93 ff ff 85 c0 0f 88 ......H.5....H.=....L...........
10380 e6 27 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 65 8e ff ff 48 8b 3d 7e 17 .'..I....x.H..I..u.L...e...H.=~.
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104e0 8d ff ff 48 8b 35 6e 16 0a 00 48 8b 3d 4f 06 0a 00 48 89 da e8 57 92 ff ff 85 c0 0f 88 1c 27 00 ...H.5n...H.=O...H...W........'.
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106e0 8b 35 92 15 0a 00 48 8b 3d 53 04 0a 00 48 89 da e8 5b 90 ff ff 85 c0 0f 88 10 26 00 00 48 8b 03 .5....H.=S...H...[........&..H..
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109a0 c0 0f 84 a6 24 00 00 48 8b 35 0a 14 0a 00 48 89 c7 e8 ea 32 00 00 48 89 c3 48 85 c0 0f 84 a0 24 ....$..H.5....H....2..H..H.....$
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10a00 c8 48 89 03 75 08 48 89 df e8 f2 87 ff ff 48 8b 3d 0b 11 0a 00 e8 36 6e 00 00 48 89 c3 48 85 c0 .H..u.H.......H.=.....6n..H..H..
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10a40 00 48 8b 03 85 c0 78 10 48 ff c8 48 89 03 75 08 48 89 df e8 a8 87 ff ff 48 8b 35 a1 13 0a 00 48 .H....x.H..H..u.H.......H.5....H
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10fe0 64 04 0a 00 4c 8b 05 1d 04 0a 00 48 8b 0d d6 03 0a 00 48 8b 15 bf 03 0a 00 48 8b 35 28 ff 09 00 d...L......H......H......H.5(...
11000 e8 d3 89 ff ff 48 81 c4 80 01 00 00 49 89 c7 48 85 c0 0f 84 65 20 00 00 48 8b 35 01 03 0a 00 48 .....H......I..H....e...H.5....H
11020 8b 3d 1a fb 09 00 48 89 c2 e8 22 87 ff ff 85 c0 0f 88 5c 20 00 00 49 8b 07 85 c0 78 10 48 ff c8 .=....H...".......\...I....x.H..
11040 49 89 07 75 08 4c 89 ff e8 b3 81 ff ff 48 8b 3d dc 0b 0a 00 e8 f7 67 00 00 49 89 c7 48 85 c0 0f I..u.L.......H.=......g..I..H...
11060 84 40 20 00 00 48 8b 15 54 09 0a 00 48 8b 35 25 08 0a 00 48 89 c7 e8 45 25 00 00 85 c0 0f 88 37 .@...H..T...H.5%...H...E%......7
11080 20 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 66 81 ff ff 48 8b 3d ef 0a 0a ...I....x.H..I..u.L...f...H.=...
110a0 00 e8 aa 67 00 00 49 89 c7 48 85 c0 0f 84 1b 20 00 00 48 8b 15 07 09 0a 00 48 8b 35 d8 07 0a 00 ...g..I..H........H......H.5....
110c0 48 89 c7 e8 f8 24 00 00 85 c0 0f 88 12 20 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c H....$..........I....x.H..I..u.L
110e0 89 ff e8 19 81 ff ff 48 8b 3d 2a 0b 0a 00 e8 5d 67 00 00 49 89 c7 48 85 c0 0f 84 f6 1f 00 00 48 .......H.=*....]g..I..H........H
11100 8b 15 ba 08 0a 00 48 8b 35 8b 07 0a 00 48 89 c7 e8 ab 24 00 00 85 c0 0f 88 ed 1f 00 00 49 8b 07 ......H.5....H....$..........I..
11120 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 cc 80 ff ff 48 8b 3d d5 04 0a 00 e8 10 67 00 00 ..x.H..I..u.L.......H.=......g..
11140 49 89 c7 48 85 c0 0f 84 d1 1f 00 00 48 8b 15 6d 08 0a 00 48 8b 35 3e 07 0a 00 48 89 c7 e8 5e 24 I..H........H..m...H.5>...H...^$
11160 00 00 85 c0 0f 88 c8 1f 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 7f 80 ff ..........I....x.H..I..u.L......
11180 ff 48 8b 3d c0 0a 0a 00 e8 c3 66 00 00 49 89 c7 48 85 c0 0f 84 ac 1f 00 00 48 8b 15 20 08 0a 00 .H.=......f..I..H........H......
111a0 48 8b 35 f1 06 0a 00 48 89 c7 e8 11 24 00 00 85 c0 0f 88 a3 1f 00 00 49 8b 07 85 c0 78 10 48 ff H.5....H....$..........I....x.H.
111c0 c8 49 89 07 75 08 4c 89 ff e8 32 80 ff ff 48 8b 3d 4b 01 0a 00 e8 76 66 00 00 49 89 c7 48 85 c0 .I..u.L...2...H.=K....vf..I..H..
111e0 0f 84 87 1f 00 00 51 be 01 00 00 00 48 89 c7 41 b9 01 00 00 00 6a 00 4c 8d 05 6a fa 09 00 31 c9 ......Q.....H..A.....j.L..j...1.
11200 31 d2 e8 89 5e 00 00 5e 5f 48 89 c3 48 85 c0 0f 84 6d 1f 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 1...^..^_H..H....m...I....x.H..I
11220 89 07 75 08 4c 89 ff e8 d4 7f ff ff 48 8b 43 08 48 3b 05 91 dd 09 00 74 09 48 3b 05 88 dc 09 00 ..u.L.......H.C.H;.....t.H;.....
11240 75 15 8b 03 ff c0 75 0b 49 89 df 45 31 ed 45 31 e4 eb 30 89 03 eb f1 48 89 df e8 b1 84 ff ff 49 u.....u.I..E1.E1..0....H.......I
11260 89 c7 48 85 c0 0f 84 2a 1f 00 00 48 8b 40 08 4c 8b a8 e0 00 00 00 4d 85 ed 0f 84 29 1f 00 00 49 ..H....*...H.@.L......M....)...I
11280 83 cc ff 48 8b 03 85 c0 78 10 48 ff c8 48 89 03 75 08 48 89 df e8 66 7f ff ff 4d 85 ed 75 45 49 ...H....x.H..H..u.H...f...M..uEI
112a0 8b 47 10 48 8b 0d 1e dd 09 00 49 39 4f 08 75 19 49 39 c4 0f 8d 66 01 00 00 49 8b 47 18 4a 8b 1c .G.H......I9O.u.I9...f...I.G.J..
112c0 e0 8b 03 ff c0 75 16 eb 16 49 39 c4 0f 8d 4d 01 00 00 4b 8b 5c e7 18 8b 03 ff c0 74 02 89 03 49 .....u...I9...M...K.\......t...I
112e0 ff c4 eb 54 4c 89 ff 41 ff d5 48 89 c3 48 85 c0 75 46 e8 99 82 ff ff 48 89 c7 48 85 c0 0f 84 1c ...TL..A..H..H..uF.....H..H.....
11300 01 00 00 48 8b 05 86 dc 09 00 48 8b 30 48 39 fe 75 0a e8 b9 81 ff ff e9 03 01 00 00 e8 af 49 00 ...H......H.0H9.u.............I.
11320 00 85 c0 75 ed 31 ed 41 bd 66 13 00 00 41 bc 01 00 00 00 e9 17 c0 ff ff 48 8d 05 01 f8 09 00 48 ...u.1.A.f...A..........H......H
11340 8b 35 2a 05 0a 00 48 89 da 48 8b 38 e8 ff 83 ff ff 85 c0 0f 88 60 1e 00 00 48 8b 03 85 c0 78 10 .5*...H..H.8.........`...H....x.
11360 48 ff c8 48 89 03 75 08 48 89 df e8 90 7e ff ff 48 8b 3d f9 04 0a 00 e8 d4 64 00 00 48 89 c3 48 H..H..u.H....~..H.=......d..H..H
11380 85 c0 0f 84 42 1e 00 00 48 8b 40 08 48 8b 3d 95 f8 09 00 48 89 de f6 80 ab 00 00 00 10 74 20 e8 ....B...H.@.H.=....H.........t..
113a0 2c 5f 00 00 49 89 c6 48 85 c0 0f 85 68 1e 00 00 e8 db 81 ff ff 48 85 c0 74 48 e9 68 1f 00 00 e8 ,_..I..H....h........H..tH.h....
113c0 9c 84 ff ff 49 89 c6 48 85 c0 0f 85 48 1e 00 00 e8 0b 7d ff ff 48 8b 78 60 49 89 c6 48 8b 05 a5 ....I..H....H.....}..H.x`I..H...
113e0 db 09 00 48 8b 30 e8 b5 de 00 00 85 c0 0f 84 34 1f 00 00 31 d2 49 8b 7e 60 49 89 56 60 e8 9e 2b ...H.0.........4...1.I.~`I.V`..+
11400 00 00 48 8b 15 2f db 09 00 8b 02 ff c0 75 0c 4c 8b 35 22 db 09 00 e9 fd 1d 00 00 89 02 eb f0 49 ..H../.......u.L.5"............I
11420 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 ca 7d ff ff 48 8b 35 2b 04 0a 00 48 8b 3d ....x.H..I..u.L....}..H.5+...H.=
11440 dc 0b 0a 00 31 d2 e8 75 21 00 00 85 c0 79 16 45 31 ff 31 db 41 bd 6b 13 00 00 41 bc 01 00 00 00 ....1..u!....y.E1.1.A.k...A.....
11460 e9 ea be ff ff 48 8b 35 04 04 0a 00 48 8b 3d ad 0b 0a 00 31 d2 e8 46 21 00 00 85 c0 78 d1 bf 2d .....H.5....H.=....1..F!....x..-
11480 00 00 00 e8 f8 83 ff ff 49 89 c7 48 85 c0 0f 84 49 1d 00 00 48 8b 15 9d 07 0a 00 48 8b 35 be fc ........I..H....I...H......H.5..
114a0 09 00 48 89 c7 e8 a6 82 ff ff 85 c0 79 13 31 db 41 bd 01 00 00 00 41 bc 01 00 00 00 e9 8e be ff ..H.........y.1.A.....A.........
114c0 ff 48 8b 15 a8 06 0a 00 48 8b 35 71 fc 09 00 4c 89 ff e8 79 82 ff ff 85 c0 0f 88 92 00 00 00 48 .H......H.5q...L...y...........H
114e0 8b 15 8a 00 0a 00 48 8b 35 c3 fa 09 00 4c 89 ff e8 5b 82 ff ff 85 c0 0f 88 f5 1c 00 00 48 8b 15 ......H.5....L...[...........H..
11500 e4 07 0a 00 48 8b 35 8d fc 09 00 4c 89 ff e8 3d 82 ff ff 85 c0 0f 88 ea 1c 00 00 48 8b 15 86 08 ....H.5....L...=...........H....
11520 0a 00 48 8b 35 af fc 09 00 4c 89 ff e8 1f 82 ff ff 85 c0 0f 88 fd 04 00 00 48 8b 15 f8 05 0a 00 ..H.5....L...............H......
11540 48 8b 35 c1 fb 09 00 4c 89 ff e8 01 82 ff ff 85 c0 0f 88 df 04 00 00 48 8b 15 b2 fe 09 00 48 8b H.5....L...............H......H.
11560 35 0b fa 09 00 4c 89 ff e8 e3 81 ff ff 85 c0 79 13 31 db 41 bd 01 00 00 00 41 bc 01 00 00 00 e9 5....L.........y.1.A.....A......
11580 cb bd ff ff 48 8b 15 d5 fe 09 00 48 8b 35 fe f9 09 00 4c 89 ff e8 b6 81 ff ff 85 c0 0f 88 0c ff ....H......H.5....L.............
115a0 ff ff 48 8b 15 5f 08 0a 00 48 8b 35 48 fc 09 00 4c 89 ff e8 98 81 ff ff 85 c0 0f 88 ee fe ff ff ..H.._...H.5H...L...............
115c0 48 8b 15 61 05 0a 00 48 8b 35 2a fb 09 00 4c 89 ff e8 7a 81 ff ff 85 c0 0f 88 d0 fe ff ff 48 8b H..a...H.5*...L...z...........H.
115e0 15 63 05 0a 00 48 8b 35 2c fb 09 00 4c 89 ff e8 5c 81 ff ff 85 c0 0f 88 b2 fe ff ff 48 8b 15 5d .c...H.5,...L...\...........H..]
11600 05 0a 00 48 8b 35 26 fb 09 00 4c 89 ff e8 3e 81 ff ff 85 c0 0f 88 94 fe ff ff 48 8b 15 e7 06 0a ...H.5&...L...>...........H.....
11620 00 48 8b 35 90 fb 09 00 4c 89 ff e8 20 81 ff ff 85 c0 0f 88 76 fe ff ff 48 8b 15 49 03 0a 00 48 .H.5....L...........v...H..I...H
11640 8b 35 62 fa 09 00 4c 89 ff e8 02 81 ff ff 85 c0 0f 88 58 fe ff ff 48 8b 15 9b 06 0a 00 48 8b 35 .5b...L...........X...H......H.5
11660 44 fb 09 00 4c 89 ff e8 e4 80 ff ff 85 c0 0f 88 3a fe ff ff 48 8b 15 65 ff 09 00 48 8b 35 4e f9 D...L...........:...H..e...H.5N.
11680 09 00 4c 89 ff e8 c6 80 ff ff 85 c0 0f 88 1c fe ff ff 48 8b 15 e7 fe 09 00 48 8b 35 20 f9 09 00 ..L...............H......H.5....
116a0 4c 89 ff e8 a8 80 ff ff 85 c0 0f 88 fe fd ff ff 48 8b 15 c1 02 0a 00 48 8b 35 da f9 09 00 4c 89 L...............H......H.5....L.
116c0 ff e8 8a 80 ff ff 85 c0 0f 88 e0 fd ff ff 48 8b 15 7b fd 09 00 48 8b 35 a4 f8 09 00 4c 89 ff e8 ..............H..{...H.5....L...
116e0 6c 80 ff ff 85 c0 0f 88 c2 fd ff ff 48 8b 15 75 02 0a 00 48 8b 35 8e f9 09 00 4c 89 ff e8 4e 80 l...........H..u...H.5....L...N.
11700 ff ff 85 c0 0f 88 a4 fd ff ff 48 8b 15 c7 05 0a 00 48 8b 35 70 fa 09 00 4c 89 ff e8 30 80 ff ff ..........H......H.5p...L...0...
11720 85 c0 0f 88 86 fd ff ff 48 8b 15 e9 05 0a 00 48 8b 35 92 fa 09 00 4c 89 ff e8 12 80 ff ff 85 c0 ........H......H.5....L.........
11740 0f 88 68 fd ff ff 48 8b 15 0b 07 0a 00 48 8b 35 b4 fa 09 00 4c 89 ff e8 f4 7f ff ff 85 c0 0f 88 ..h...H......H.5....L...........
11760 4a fd ff ff 48 8b 15 ed 02 0a 00 48 8b 35 46 f9 09 00 4c 89 ff e8 d6 7f ff ff 85 c0 0f 88 2c fd J...H......H.5F...L...........,.
11780 ff ff 48 8b 15 ff 06 0a 00 48 8b 35 98 fa 09 00 4c 89 ff e8 b8 7f ff ff 85 c0 0f 88 0e fd ff ff ..H......H.5....L...............
117a0 48 8b 15 19 03 0a 00 48 8b 35 3a f9 09 00 4c 89 ff e8 9a 7f ff ff 85 c0 0f 88 f0 fc ff ff 48 8b H......H.5:...L...............H.
117c0 15 ab ff 09 00 48 8b 35 4c f8 09 00 4c 89 ff e8 7c 7f ff ff 85 c0 0f 88 d2 fc ff ff 48 8b 15 5d .....H.5L...L...|...........H..]
117e0 fe 09 00 48 8b 35 0e f8 09 00 4c 89 ff e8 5e 7f ff ff 85 c0 0f 88 b4 fc ff ff 48 8b 15 f7 ff 09 ...H.5....L...^...........H.....
11800 00 48 8b 35 20 f8 09 00 4c 89 ff e8 40 7f ff ff 85 c0 0f 88 96 fc ff ff 48 8b 15 e9 ff 09 00 48 .H.5....L...@...........H......H
11820 8b 35 12 f8 09 00 4c 89 ff e8 22 7f ff ff 85 c0 0f 88 78 fc ff ff 48 8b 15 73 03 0a 00 48 8b 35 .5....L...".......x...H..s...H.5
11840 0c f9 09 00 4c 89 ff e8 04 7f ff ff 85 c0 0f 88 5a fc ff ff 48 8b 15 0d 06 0a 00 48 8b 35 b6 f9 ....L...........Z...H......H.5..
11860 09 00 4c 89 ff e8 e6 7e ff ff 85 c0 0f 88 3c fc ff ff 48 8b 15 47 05 0a 00 48 8b 35 68 f9 09 00 ..L....~......<...H..G...H.5h...
11880 4c 89 ff e8 c8 7e ff ff 85 c0 0f 88 1e fc ff ff 48 8b 15 39 fb 09 00 48 8b 35 c2 f6 09 00 4c 89 L....~..........H..9...H.5....L.
118a0 ff e8 aa 7e ff ff 85 c0 0f 88 00 fc ff ff 48 8b 15 6b 00 0a 00 48 8b 35 bc f7 09 00 4c 89 ff e8 ...~..........H..k...H.5....L...
118c0 8c 7e ff ff 85 c0 0f 88 e2 fb ff ff 48 8b 15 bd 01 0a 00 48 8b 35 fe f7 09 00 4c 89 ff e8 6e 7e .~..........H......H.5....L...n~
118e0 ff ff 85 c0 0f 88 c4 fb ff ff 48 8b 15 d7 05 0a 00 48 8b 35 40 f9 09 00 4c 89 ff e8 50 7e ff ff ..........H......H.5@...L...P~..
11900 85 c0 0f 88 a6 fb ff ff 48 8b 15 f1 fc 09 00 48 8b 35 ca f6 09 00 4c 89 ff e8 32 7e ff ff 85 c0 ........H......H.5....L...2~....
11920 0f 88 88 fb ff ff 48 8b 15 3b fd 09 00 48 8b 35 d4 f6 09 00 4c 89 ff e8 14 7e ff ff 85 c0 0f 88 ......H..;...H.5....L....~......
11940 6a fb ff ff 48 8b 15 cd fe 09 00 48 8b 35 f6 f6 09 00 4c 89 ff e8 f6 7d ff ff 85 c0 0f 88 4c fb j...H......H.5....L....}......L.
11960 ff ff 48 8b 15 6f ff 09 00 48 8b 35 f8 f6 09 00 4c 89 ff e8 d8 7d ff ff 85 c0 0f 88 2e fb ff ff ..H..o...H.5....L....}..........
11980 48 8b 15 41 ff 09 00 48 8b 35 ca f6 09 00 4c 89 ff e8 ba 7d ff ff 85 c0 0f 88 10 fb ff ff 48 8b H..A...H.5....L....}..........H.
119a0 15 4b fb 09 00 48 8b 35 f4 f5 09 00 4c 89 ff e8 9c 7d ff ff 85 c0 0f 88 f2 fa ff ff 48 8b 15 bd .K...H.5....L....}..........H...
119c0 02 0a 00 48 8b 35 ae f7 09 00 4c 89 ff e8 7e 7d ff ff 85 c0 0f 88 d4 fa ff ff 48 8b 15 8f 00 0a ...H.5....L...~}..........H.....
119e0 00 48 8b 35 e0 f6 09 00 4c 89 ff e8 60 7d ff ff 85 c0 0f 88 b6 fa ff ff 48 8b 35 89 03 0a 00 48 .H.5....L...`}..........H.5....H
11a00 8b 3d 3a f1 09 00 4c 89 fa e8 42 7d ff ff 85 c0 78 24 49 8b 07 85 c0 0f 88 bd b9 ff ff 48 ff c8 .=:...L...B}....x$I..........H..
11a20 49 89 07 0f 85 b1 b9 ff ff 4c 89 ff e8 cf 77 ff ff e9 a4 b9 ff ff 31 db 41 bd 01 00 00 00 41 bc I........L....w.......1.A.....A.
11a40 01 00 00 00 e9 06 b9 ff ff 45 31 ff 31 ed 41 bd 03 00 00 00 41 bc 01 00 00 00 e9 f0 b8 ff ff 48 .........E1.1.A.....A..........H
11a60 89 dd 45 31 ff 31 db 41 bd 03 00 00 00 41 bc 01 00 00 00 e9 d7 b8 ff ff 45 31 ff 31 ed 41 bd 04 ..E1.1.A.....A..........E1.1.A..
11a80 00 00 00 41 bc 01 00 00 00 e9 c1 b8 ff ff 48 89 dd 45 31 ff 31 db 41 bd 04 00 00 00 41 bc 01 00 ...A..........H..E1.1.A.....A...
11aa0 00 00 e9 a8 b8 ff ff 31 db 31 ed 41 bd 05 00 00 00 41 bc 01 00 00 00 e9 93 b8 ff ff 4c 89 fd 41 .......1.1.A.....A..........L..A
11ac0 bd 05 00 00 00 45 31 ff 41 bc 01 00 00 00 e9 7c b8 ff ff 31 ed 41 bd 05 00 00 00 41 bc 01 00 00 .....E1.A......|...1.A.....A....
11ae0 00 e9 69 b8 ff ff 4c 89 fd 41 bd 05 00 00 00 45 31 ff 41 bc 01 00 00 00 e9 52 b8 ff ff 45 31 ff ..i...L..A.....E1.A......R...E1.
11b00 31 ed 41 bd 07 00 00 00 41 bc 01 00 00 00 e9 3c b8 ff ff 45 31 ff 41 bd 07 00 00 00 41 bc 01 00 1.A.....A......<...E1.A.....A...
11b20 00 00 e9 28 b8 ff ff 45 31 ff 31 ed 41 bd 13 00 00 00 41 bc 01 00 00 00 e9 12 b8 ff ff 31 ed 41 ...(...E1.1.A.....A..........1.A
11b40 bd 13 00 00 00 41 bc 01 00 00 00 e9 ff b7 ff ff 4c 89 fd 41 bd 13 00 00 00 45 31 ff 41 bc 01 00 .....A..........L..A.....E1.A...
11b60 00 00 e9 e8 b7 ff ff 4c 89 fd 41 bd 13 00 00 00 45 31 ff 41 bc 01 00 00 00 e9 d1 b7 ff ff 45 31 .......L..A.....E1.A..........E1
11b80 ff 31 db 41 bd 6a 00 00 00 41 bc 01 00 00 00 e9 bb b7 ff ff 45 31 ff 31 ed 41 bd b3 00 00 00 41 .1.A.j...A..........E1.1.A.....A
11ba0 bc 01 00 00 00 e9 a5 b7 ff ff 48 89 dd 45 31 ff 31 db 41 bd b3 00 00 00 41 bc 01 00 00 00 e9 8c ..........H..E1.1.A.....A.......
11bc0 b7 ff ff 45 31 ff 31 ed 41 bd c9 00 00 00 41 bc 01 00 00 00 e9 76 b7 ff ff 48 89 dd 45 31 ff 31 ...E1.1.A.....A......v...H..E1.1
11be0 db 41 bd c9 00 00 00 41 bc 01 00 00 00 e9 5d b7 ff ff 45 31 ff 31 ed 41 bd cc 00 00 00 41 bc 01 .A.....A......]...E1.1.A.....A..
11c00 00 00 00 e9 47 b7 ff ff 48 89 dd 45 31 ff 31 db 41 bd cc 00 00 00 41 bc 01 00 00 00 e9 2e b7 ff ....G...H..E1.1.A.....A.........
11c20 ff 45 31 ff 31 ed 41 bd cf 00 00 00 41 bc 01 00 00 00 e9 18 b7 ff ff 48 89 dd 45 31 ff 31 db 41 .E1.1.A.....A..........H..E1.1.A
11c40 bd cf 00 00 00 41 bc 01 00 00 00 e9 ff b6 ff ff 45 31 ff 31 ed 41 bd e8 00 00 00 41 bc 01 00 00 .....A..........E1.1.A.....A....
11c60 00 e9 e9 b6 ff ff 48 89 dd 45 31 ff 31 db 41 bd e8 00 00 00 41 bc 01 00 00 00 e9 d0 b6 ff ff 45 ......H..E1.1.A.....A..........E
11c80 31 ff 31 ed 41 bd 01 01 00 00 41 bc 01 00 00 00 e9 ba b6 ff ff 48 89 dd 45 31 ff 31 db 41 bd 01 1.1.A.....A..........H..E1.1.A..
11ca0 01 00 00 41 bc 01 00 00 00 e9 a1 b6 ff ff 45 31 ff 31 ed 41 bd 3b 01 00 00 41 bc 01 00 00 00 e9 ...A..........E1.1.A.;...A......
11cc0 8b b6 ff ff 48 89 dd 45 31 ff 31 db 41 bd 3b 01 00 00 41 bc 01 00 00 00 e9 72 b6 ff ff 45 31 ff ....H..E1.1.A.;...A......r...E1.
11ce0 31 ed 41 bd 85 01 00 00 41 bc 01 00 00 00 e9 5c b6 ff ff 48 89 dd 45 31 ff 31 db 41 bd 85 01 00 1.A.....A......\...H..E1.1.A....
11d00 00 41 bc 01 00 00 00 e9 43 b6 ff ff 45 31 ff 31 ed 41 bd bb 01 00 00 41 bc 01 00 00 00 e9 2d b6 .A......C...E1.1.A.....A......-.
11d20 ff ff 48 89 dd 45 31 ff 31 db 41 bd bb 01 00 00 41 bc 01 00 00 00 e9 14 b6 ff ff 45 31 ff 31 ed ..H..E1.1.A.....A..........E1.1.
11d40 41 bd c4 01 00 00 41 bc 01 00 00 00 e9 fe b5 ff ff 48 89 dd 45 31 ff 31 db 41 bd c4 01 00 00 41 A.....A..........H..E1.1.A.....A
11d60 bc 01 00 00 00 e9 e5 b5 ff ff 45 31 ff 31 ed 41 bd f8 01 00 00 41 bc 01 00 00 00 e9 cf b5 ff ff ..........E1.1.A.....A..........
11d80 48 89 dd 45 31 ff 31 db 41 bd f8 01 00 00 41 bc 01 00 00 00 e9 b6 b5 ff ff 45 31 ff 31 ed 41 bd H..E1.1.A.....A..........E1.1.A.
11da0 45 02 00 00 41 bc 01 00 00 00 e9 a0 b5 ff ff 48 89 dd 45 31 ff 31 db 41 bd 45 02 00 00 41 bc 01 E...A..........H..E1.1.A.E...A..
11dc0 00 00 00 e9 87 b5 ff ff 45 31 ff 31 ed 41 bd 71 02 00 00 41 bc 01 00 00 00 e9 71 b5 ff ff 48 89 ........E1.1.A.q...A......q...H.
11de0 dd 45 31 ff 31 db 41 bd 71 02 00 00 41 bc 01 00 00 00 e9 58 b5 ff ff 31 db 31 ed 41 bd b0 02 00 .E1.1.A.q...A......X...1.1.A....
11e00 00 41 bc 01 00 00 00 e9 43 b5 ff ff 4c 89 fd 41 bd b0 02 00 00 45 31 ff 41 bc 01 00 00 00 e9 2c .A......C...L..A.....E1.A......,
11e20 b5 ff ff 45 31 ff 41 bd b0 02 00 00 41 bc 01 00 00 00 e9 18 b5 ff ff 45 31 ff 31 ed 41 bd 33 03 ...E1.A.....A..........E1.1.A.3.
11e40 00 00 41 bc 01 00 00 00 e9 02 b5 ff ff 45 31 ff 41 bd 33 03 00 00 41 bc 01 00 00 00 e9 ee b4 ff ..A..........E1.A.3...A.........
11e60 ff 45 31 ff 31 ed 41 bd 57 03 00 00 41 bc 01 00 00 00 e9 d8 b4 ff ff 45 31 ff 41 bd 57 03 00 00 .E1.1.A.W...A..........E1.A.W...
11e80 41 bc 01 00 00 00 e9 c4 b4 ff ff 45 31 ff 31 ed 41 bd 2d 04 00 00 41 bc 01 00 00 00 e9 ae b4 ff A..........E1.1.A.-...A.........
11ea0 ff 45 31 ff 41 bd 2d 04 00 00 41 bc 01 00 00 00 e9 9a b4 ff ff 45 31 ff 31 ed 41 bd ac 04 00 00 .E1.A.-...A..........E1.1.A.....
11ec0 41 bc 01 00 00 00 e9 84 b4 ff ff 45 31 ff 41 bd ac 04 00 00 41 bc 01 00 00 00 e9 70 b4 ff ff 45 A..........E1.A.....A......p...E
11ee0 31 ff 31 ed 41 bd d8 04 00 00 41 bc 01 00 00 00 e9 5a b4 ff ff 45 31 ff 41 bd d8 04 00 00 41 bc 1.1.A.....A......Z...E1.A.....A.
11f00 01 00 00 00 e9 46 b4 ff ff 45 31 ff 31 ed 41 bd 1c 05 00 00 41 bc 01 00 00 00 e9 30 b4 ff ff 45 .....F...E1.1.A.....A......0...E
11f20 31 ff 41 bd 1c 05 00 00 41 bc 01 00 00 00 e9 1c b4 ff ff 45 31 ff 31 ed 41 bd 7b 05 00 00 41 bc 1.A.....A..........E1.1.A.{...A.
11f40 01 00 00 00 e9 06 b4 ff ff 45 31 ff 41 bd 7b 05 00 00 41 bc 01 00 00 00 e9 f2 b3 ff ff 45 31 ff .........E1.A.{...A..........E1.
11f60 31 ed 41 bd c0 05 00 00 41 bc 01 00 00 00 e9 dc b3 ff ff 45 31 ff 41 bd c0 05 00 00 41 bc 01 00 1.A.....A..........E1.A.....A...
11f80 00 00 e9 c8 b3 ff ff 45 31 ff 31 ed 41 bd 2d 06 00 00 41 bc 01 00 00 00 e9 b2 b3 ff ff 45 31 ff .......E1.1.A.-...A..........E1.
11fa0 41 bd 2d 06 00 00 41 bc 01 00 00 00 e9 9e b3 ff ff 45 31 ff 31 ed 41 bd 7f 06 00 00 41 bc 01 00 A.-...A..........E1.1.A.....A...
11fc0 00 00 e9 88 b3 ff ff 45 31 ff 41 bd 7f 06 00 00 41 bc 01 00 00 00 e9 74 b3 ff ff 45 31 ff 31 ed .......E1.A.....A......t...E1.1.
11fe0 41 bd d3 06 00 00 41 bc 01 00 00 00 e9 5e b3 ff ff 45 31 ff 41 bd d3 06 00 00 41 bc 01 00 00 00 A.....A......^...E1.A.....A.....
12000 e9 4a b3 ff ff 45 31 ff 31 ed 41 bd 31 07 00 00 41 bc 01 00 00 00 e9 34 b3 ff ff 45 31 ff 41 bd .J...E1.1.A.1...A......4...E1.A.
12020 31 07 00 00 41 bc 01 00 00 00 e9 20 b3 ff ff 45 31 ff 31 ed 41 bd 85 07 00 00 41 bc 01 00 00 00 1...A..........E1.1.A.....A.....
12040 e9 0a b3 ff ff 45 31 ff 41 bd 85 07 00 00 41 bc 01 00 00 00 e9 f6 b2 ff ff 45 31 ff 31 ed 41 bd .....E1.A.....A..........E1.1.A.
12060 d1 07 00 00 41 bc 01 00 00 00 e9 e0 b2 ff ff 45 31 ff 41 bd d1 07 00 00 41 bc 01 00 00 00 e9 cc ....A..........E1.A.....A.......
12080 b2 ff ff 45 31 ff 31 ed 41 bd 27 08 00 00 41 bc 01 00 00 00 e9 b6 b2 ff ff 45 31 ff 41 bd 27 08 ...E1.1.A.'...A..........E1.A.'.
120a0 00 00 41 bc 01 00 00 00 e9 a2 b2 ff ff 45 31 ff 31 ed 41 bd 72 08 00 00 41 bc 01 00 00 00 e9 8c ..A..........E1.1.A.r...A.......
120c0 b2 ff ff 45 31 ff 41 bd 72 08 00 00 41 bc 01 00 00 00 e9 78 b2 ff ff 45 31 ff 31 ed 41 bd e5 08 ...E1.A.r...A......x...E1.1.A...
120e0 00 00 41 bc 01 00 00 00 e9 62 b2 ff ff 45 31 ff 41 bd e5 08 00 00 41 bc 01 00 00 00 e9 4e b2 ff ..A......b...E1.A.....A......N..
12100 ff 45 31 ff 31 ed 41 bd 3e 09 00 00 41 bc 01 00 00 00 e9 38 b2 ff ff 45 31 ff 41 bd 3e 09 00 00 .E1.1.A.>...A......8...E1.A.>...
12120 41 bc 01 00 00 00 e9 24 b2 ff ff 45 31 ff 31 ed 41 bd a5 09 00 00 41 bc 01 00 00 00 e9 0e b2 ff A......$...E1.1.A.....A.........
12140 ff 45 31 ff 41 bd a5 09 00 00 41 bc 01 00 00 00 e9 fa b1 ff ff 45 31 ff 31 ed 41 bd 0d 0a 00 00 .E1.A.....A..........E1.1.A.....
12160 41 bc 01 00 00 00 e9 e4 b1 ff ff 45 31 ff 41 bd 0d 0a 00 00 41 bc 01 00 00 00 e9 d0 b1 ff ff 45 A..........E1.A.....A..........E
12180 31 ff 31 ed 41 bd 7a 0a 00 00 41 bc 01 00 00 00 e9 ba b1 ff ff 45 31 ff 41 bd 7a 0a 00 00 41 bc 1.1.A.z...A..........E1.A.z...A.
121a0 01 00 00 00 e9 a6 b1 ff ff 45 31 ff 31 ed 41 bd d8 0a 00 00 41 bc 01 00 00 00 e9 90 b1 ff ff 45 .........E1.1.A.....A..........E
121c0 31 ff 41 bd d8 0a 00 00 41 bc 01 00 00 00 e9 7c b1 ff ff 45 31 ff 31 ed 41 bd 54 0b 00 00 41 bc 1.A.....A......|...E1.1.A.T...A.
121e0 01 00 00 00 e9 66 b1 ff ff 45 31 ff 41 bd 54 0b 00 00 41 bc 01 00 00 00 e9 52 b1 ff ff 45 31 ff .....f...E1.A.T...A......R...E1.
12200 31 ed 41 bd aa 0b 00 00 41 bc 01 00 00 00 e9 3c b1 ff ff 45 31 ff 41 bd aa 0b 00 00 41 bc 01 00 1.A.....A......<...E1.A.....A...
12220 00 00 e9 28 b1 ff ff 45 31 ff 31 ed 41 bd 1e 0c 00 00 41 bc 01 00 00 00 e9 12 b1 ff ff 45 31 ff ...(...E1.1.A.....A..........E1.
12240 41 bd 1e 0c 00 00 41 bc 01 00 00 00 e9 fe b0 ff ff 45 31 ff 31 ed 41 bd 6b 0c 00 00 41 bc 01 00 A.....A..........E1.1.A.k...A...
12260 00 00 e9 e8 b0 ff ff 45 31 ff 41 bd 6b 0c 00 00 41 bc 01 00 00 00 e9 d4 b0 ff ff 45 31 ff 31 ed .......E1.A.k...A..........E1.1.
12280 41 bd b8 0c 00 00 41 bc 01 00 00 00 e9 be b0 ff ff 45 31 ff 41 bd b8 0c 00 00 41 bc 01 00 00 00 A.....A..........E1.A.....A.....
122a0 e9 aa b0 ff ff 45 31 ff 31 ed 41 bd 25 0d 00 00 41 bc 01 00 00 00 e9 94 b0 ff ff 45 31 ff 41 bd .....E1.1.A.%...A..........E1.A.
122c0 25 0d 00 00 41 bc 01 00 00 00 e9 80 b0 ff ff 45 31 ff 31 ed 41 bd bd 0d 00 00 41 bc 01 00 00 00 %...A..........E1.1.A.....A.....
122e0 e9 6a b0 ff ff 45 31 ff 41 bd bd 0d 00 00 41 bc 01 00 00 00 e9 56 b0 ff ff 45 31 ff 31 ed 41 bd .j...E1.A.....A......V...E1.1.A.
12300 1b 0e 00 00 41 bc 01 00 00 00 e9 40 b0 ff ff 45 31 ff 41 bd 1b 0e 00 00 41 bc 01 00 00 00 e9 2c ....A......@...E1.A.....A......,
12320 b0 ff ff 45 31 ff 31 ed 41 bd 6e 0e 00 00 41 bc 01 00 00 00 e9 16 b0 ff ff 45 31 ff 41 bd 6e 0e ...E1.1.A.n...A..........E1.A.n.
12340 00 00 41 bc 01 00 00 00 e9 02 b0 ff ff 45 31 ff 31 ed 41 bd ce 0e 00 00 41 bc 01 00 00 00 e9 ec ..A..........E1.1.A.....A.......
12360 af ff ff 45 31 ff 41 bd ce 0e 00 00 41 bc 01 00 00 00 e9 d8 af ff ff 45 31 ff 31 ed 41 bd 0c 0f ...E1.A.....A..........E1.1.A...
12380 00 00 41 bc 01 00 00 00 e9 c2 af ff ff 45 31 ff 41 bd 0c 0f 00 00 41 bc 01 00 00 00 e9 ae af ff ..A..........E1.A.....A.........
123a0 ff 45 31 ff 31 ed 41 bd 8f 0f 00 00 41 bc 01 00 00 00 e9 98 af ff ff 45 31 ff 41 bd 8f 0f 00 00 .E1.1.A.....A..........E1.A.....
123c0 41 bc 01 00 00 00 e9 84 af ff ff 45 31 ff 31 ed 41 bd e8 0f 00 00 41 bc 01 00 00 00 e9 6e af ff A..........E1.1.A.....A......n..
123e0 ff 45 31 ff 41 bd e8 0f 00 00 41 bc 01 00 00 00 e9 5a af ff ff 45 31 ff 31 ed 41 bd af 10 00 00 .E1.A.....A......Z...E1.1.A.....
12400 41 bc 01 00 00 00 e9 44 af ff ff 45 31 ff 41 bd af 10 00 00 41 bc 01 00 00 00 e9 30 af ff ff 45 A......D...E1.A.....A......0...E
12420 31 ff 31 ed 41 bd 3f 11 00 00 41 bc 01 00 00 00 e9 1a af ff ff 45 31 ff 41 bd 3f 11 00 00 41 bc 1.1.A.?...A..........E1.A.?...A.
12440 01 00 00 00 e9 06 af ff ff 45 31 ff 31 ed 41 bd d4 11 00 00 41 bc 01 00 00 00 e9 f0 ae ff ff 45 .........E1.1.A.....A..........E
12460 31 ff 41 bd d4 11 00 00 41 bc 01 00 00 00 e9 dc ae ff ff 45 31 ff 31 ed 41 bd 51 12 00 00 41 bc 1.A.....A..........E1.1.A.Q...A.
12480 01 00 00 00 e9 c6 ae ff ff 45 31 ff 41 bd 51 12 00 00 41 bc 01 00 00 00 e9 b2 ae ff ff 45 31 ff .........E1.A.Q...A..........E1.
124a0 41 bd 97 12 00 00 41 bc 01 00 00 00 e9 9e ae ff ff 45 31 ff 31 ed 41 bd 99 12 00 00 41 bc 01 00 A.....A..........E1.1.A.....A...
124c0 00 00 e9 88 ae ff ff 31 ed 41 bd 99 12 00 00 41 bc 01 00 00 00 e9 75 ae ff ff 31 db 41 bd 99 12 .......1.A.....A......u...1.A...
124e0 00 00 41 bc 01 00 00 00 e9 62 ae ff ff 31 db 31 ed 41 bd 9a 12 00 00 41 bc 01 00 00 00 e9 4d ae ..A......b...1.1.A.....A......M.
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12540 ed 41 bd 9b 12 00 00 41 bc 01 00 00 00 e9 fd ad ff ff 31 db 41 bd 9b 12 00 00 41 bc 01 00 00 00 .A.....A..........1.A.....A.....
12560 e9 ea ad ff ff 31 db 31 ed 41 bd 9c 12 00 00 41 bc 01 00 00 00 e9 d5 ad ff ff 31 ed 41 bd 9c 12 .....1.1.A.....A..........1.A...
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125c0 bc 01 00 00 00 e9 85 ad ff ff 31 db 41 bd 9d 12 00 00 41 bc 01 00 00 00 e9 72 ad ff ff 31 db 31 ..........1.A.....A......r...1.1
125e0 ed 41 bd 9e 12 00 00 41 bc 01 00 00 00 e9 5d ad ff ff 31 ed 41 bd 9e 12 00 00 41 bc 01 00 00 00 .A.....A......]...1.A.....A.....
12600 e9 4a ad ff ff 45 31 ff 41 bd 9e 12 00 00 41 bc 01 00 00 00 e9 36 ad ff ff 45 31 ff 31 ed 41 bd .J...E1.A.....A......6...E1.1.A.
12620 9f 12 00 00 41 bc 01 00 00 00 e9 20 ad ff ff 31 ed 41 bd 9f 12 00 00 41 bc 01 00 00 00 e9 0d ad ....A..........1.A.....A........
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12660 bc 01 00 00 00 e9 e5 ac ff ff 31 ed 41 bd a0 12 00 00 41 bc 01 00 00 00 e9 d2 ac ff ff 45 31 ff ..........1.A.....A..........E1.
12680 41 bd a0 12 00 00 41 bc 01 00 00 00 e9 be ac ff ff 45 31 ff 31 ed 41 bd a1 12 00 00 41 bc 01 00 A.....A..........E1.1.A.....A...
126a0 00 00 e9 a8 ac ff ff 31 ed 41 bd a1 12 00 00 41 bc 01 00 00 00 e9 95 ac ff ff 31 db 41 bd a1 12 .......1.A.....A..........1.A...
126c0 00 00 41 bc 01 00 00 00 e9 82 ac ff ff 31 db 31 ed 41 bd a2 12 00 00 41 bc 01 00 00 00 e9 6d ac ..A..........1.1.A.....A......m.
126e0 ff ff 31 ed 41 bd a2 12 00 00 41 bc 01 00 00 00 e9 5a ac ff ff 45 31 ff 41 bd a2 12 00 00 41 bc ..1.A.....A......Z...E1.A.....A.
12700 01 00 00 00 e9 46 ac ff ff 45 31 ff 31 ed 41 bd a3 12 00 00 41 bc 01 00 00 00 e9 30 ac ff ff 31 .....F...E1.1.A.....A......0...1
12720 ed 41 bd a3 12 00 00 41 bc 01 00 00 00 e9 1d ac ff ff 31 db 41 bd a3 12 00 00 41 bc 01 00 00 00 .A.....A..........1.A.....A.....
12740 e9 0a ac ff ff 31 db 31 ed 41 bd a4 12 00 00 41 bc 01 00 00 00 e9 f5 ab ff ff 31 ed 41 bd a4 12 .....1.1.A.....A..........1.A...
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12780 ff 45 31 ff 31 ed 41 bd a5 12 00 00 41 bc 01 00 00 00 e9 b8 ab ff ff 31 ed 41 bd a5 12 00 00 41 .E1.1.A.....A..........1.A.....A
127a0 bc 01 00 00 00 e9 a5 ab ff ff 31 db 41 bd a5 12 00 00 41 bc 01 00 00 00 e9 92 ab ff ff 31 db 31 ..........1.A.....A..........1.1
127c0 ed 41 bd a6 12 00 00 41 bc 01 00 00 00 e9 7d ab ff ff 31 ed 41 bd a6 12 00 00 41 bc 01 00 00 00 .A.....A......}...1.A.....A.....
127e0 e9 6a ab ff ff 45 31 ff 41 bd a6 12 00 00 41 bc 01 00 00 00 e9 56 ab ff ff 45 31 ff 31 ed 41 bd .j...E1.A.....A......V...E1.1.A.
12800 a7 12 00 00 41 bc 01 00 00 00 e9 40 ab ff ff 31 ed 41 bd a7 12 00 00 41 bc 01 00 00 00 e9 2d ab ....A......@...1.A.....A......-.
12820 ff ff 31 db 41 bd a7 12 00 00 41 bc 01 00 00 00 e9 1a ab ff ff 31 db 31 ed 41 bd a8 12 00 00 41 ..1.A.....A..........1.1.A.....A
12840 bc 01 00 00 00 e9 05 ab ff ff 31 ed 41 bd a8 12 00 00 41 bc 01 00 00 00 e9 f2 aa ff ff 45 31 ff ..........1.A.....A..........E1.
12860 41 bd a8 12 00 00 41 bc 01 00 00 00 e9 de aa ff ff 45 31 ff 31 ed 41 bd a9 12 00 00 41 bc 01 00 A.....A..........E1.1.A.....A...
12880 00 00 e9 c8 aa ff ff 31 ed 41 bd a9 12 00 00 41 bc 01 00 00 00 e9 b5 aa ff ff 31 db 41 bd a9 12 .......1.A.....A..........1.A...
128a0 00 00 41 bc 01 00 00 00 e9 a2 aa ff ff 31 db 31 ed 41 bd aa 12 00 00 41 bc 01 00 00 00 e9 8d aa ..A..........1.1.A.....A........
128c0 ff ff 31 ed 41 bd aa 12 00 00 41 bc 01 00 00 00 e9 7a aa ff ff 45 31 ff 41 bd aa 12 00 00 41 bc ..1.A.....A......z...E1.A.....A.
128e0 01 00 00 00 e9 66 aa ff ff 45 31 ff 31 ed 41 bd ab 12 00 00 41 bc 01 00 00 00 e9 50 aa ff ff 31 .....f...E1.1.A.....A......P...1
12900 ed 41 bd ab 12 00 00 41 bc 01 00 00 00 e9 3d aa ff ff 31 db 41 bd ab 12 00 00 41 bc 01 00 00 00 .A.....A......=...1.A.....A.....
12920 e9 2a aa ff ff 31 db 31 ed 41 bd ac 12 00 00 41 bc 01 00 00 00 e9 15 aa ff ff 31 ed 41 bd ac 12 .*...1.1.A.....A..........1.A...
12940 00 00 41 bc 01 00 00 00 e9 02 aa ff ff 45 31 ff 41 bd ac 12 00 00 41 bc 01 00 00 00 e9 ee a9 ff ..A..........E1.A.....A.........
12960 ff 45 31 ff 31 ed 41 bd ad 12 00 00 41 bc 01 00 00 00 e9 d8 a9 ff ff 31 ed 41 bd ad 12 00 00 41 .E1.1.A.....A..........1.A.....A
12980 bc 01 00 00 00 e9 c5 a9 ff ff 31 db 41 bd ad 12 00 00 41 bc 01 00 00 00 e9 b2 a9 ff ff 31 db 31 ..........1.A.....A..........1.1
129a0 ed 41 bd ae 12 00 00 41 bc 01 00 00 00 e9 9d a9 ff ff 31 ed 41 bd ae 12 00 00 41 bc 01 00 00 00 .A.....A..........1.A.....A.....
129c0 e9 8a a9 ff ff 45 31 ff 41 bd ae 12 00 00 41 bc 01 00 00 00 e9 76 a9 ff ff 45 31 ff 31 ed 41 bd .....E1.A.....A......v...E1.1.A.
129e0 af 12 00 00 41 bc 01 00 00 00 e9 60 a9 ff ff 31 ed 41 bd af 12 00 00 41 bc 01 00 00 00 e9 4d a9 ....A......`...1.A.....A......M.
12a00 ff ff 31 db 41 bd af 12 00 00 41 bc 01 00 00 00 e9 3a a9 ff ff 31 db 31 ed 41 bd b0 12 00 00 41 ..1.A.....A......:...1.1.A.....A
12a20 bc 01 00 00 00 e9 25 a9 ff ff 31 ed 41 bd b0 12 00 00 41 bc 01 00 00 00 e9 12 a9 ff ff 45 31 ff ......%...1.A.....A..........E1.
12a40 41 bd b0 12 00 00 41 bc 01 00 00 00 e9 fe a8 ff ff 45 31 ff 31 ed 41 bd b1 12 00 00 41 bc 01 00 A.....A..........E1.1.A.....A...
12a60 00 00 e9 e8 a8 ff ff 31 ed 41 bd b1 12 00 00 41 bc 01 00 00 00 e9 d5 a8 ff ff 31 db 41 bd b1 12 .......1.A.....A..........1.A...
12a80 00 00 41 bc 01 00 00 00 e9 c2 a8 ff ff 31 db 31 ed 41 bd b2 12 00 00 41 bc 01 00 00 00 e9 ad a8 ..A..........1.1.A.....A........
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12ac0 01 00 00 00 e9 86 a8 ff ff 45 31 ff 31 ed 41 bd b3 12 00 00 41 bc 01 00 00 00 e9 70 a8 ff ff 31 .........E1.1.A.....A......p...1
12ae0 ed 41 bd b3 12 00 00 41 bc 01 00 00 00 e9 5d a8 ff ff 31 db 41 bd b3 12 00 00 41 bc 01 00 00 00 .A.....A......]...1.A.....A.....
12b00 e9 4a a8 ff ff 31 db 31 ed 41 bd b4 12 00 00 41 bc 01 00 00 00 e9 35 a8 ff ff 31 ed 41 bd b4 12 .J...1.1.A.....A......5...1.A...
12b20 00 00 41 bc 01 00 00 00 e9 22 a8 ff ff 45 31 ff 41 bd b4 12 00 00 41 bc 01 00 00 00 e9 0e a8 ff ..A......"...E1.A.....A.........
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12b60 bc 01 00 00 00 e9 e5 a7 ff ff 31 db 41 bd b5 12 00 00 41 bc 01 00 00 00 e9 d2 a7 ff ff 31 db 31 ..........1.A.....A..........1.1
12b80 ed 41 bd b6 12 00 00 41 bc 01 00 00 00 e9 bd a7 ff ff 31 ed 41 bd b6 12 00 00 41 bc 01 00 00 00 .A.....A..........1.A.....A.....
12ba0 e9 aa a7 ff ff 45 31 ff 41 bd b6 12 00 00 41 bc 01 00 00 00 e9 96 a7 ff ff 45 31 ff 31 ed 41 bd .....E1.A.....A..........E1.1.A.
12bc0 b7 12 00 00 41 bc 01 00 00 00 e9 80 a7 ff ff 31 ed 41 bd b7 12 00 00 41 bc 01 00 00 00 e9 6d a7 ....A..........1.A.....A......m.
12be0 ff ff 31 db 41 bd b7 12 00 00 41 bc 01 00 00 00 e9 5a a7 ff ff 31 db 31 ed 41 bd b8 12 00 00 41 ..1.A.....A......Z...1.1.A.....A
12c00 bc 01 00 00 00 e9 45 a7 ff ff 31 ed 41 bd b8 12 00 00 41 bc 01 00 00 00 e9 32 a7 ff ff 45 31 ff ......E...1.A.....A......2...E1.
12c20 41 bd b8 12 00 00 41 bc 01 00 00 00 e9 1e a7 ff ff 45 31 ff 31 ed 41 bd b9 12 00 00 41 bc 01 00 A.....A..........E1.1.A.....A...
12c40 00 00 e9 08 a7 ff ff 31 ed 41 bd b9 12 00 00 41 bc 01 00 00 00 e9 f5 a6 ff ff 31 db 41 bd b9 12 .......1.A.....A..........1.A...
12c60 00 00 41 bc 01 00 00 00 e9 e2 a6 ff ff 31 db 31 ed 41 bd ba 12 00 00 41 bc 01 00 00 00 e9 cd a6 ..A..........1.1.A.....A........
12c80 ff ff 31 ed 41 bd ba 12 00 00 41 bc 01 00 00 00 e9 ba a6 ff ff 45 31 ff 41 bd ba 12 00 00 41 bc ..1.A.....A..........E1.A.....A.
12ca0 01 00 00 00 e9 a6 a6 ff ff 45 31 ff 31 ed 41 bd bb 12 00 00 41 bc 01 00 00 00 e9 90 a6 ff ff 31 .........E1.1.A.....A..........1
12cc0 ed 41 bd bb 12 00 00 41 bc 01 00 00 00 e9 7d a6 ff ff 31 db 41 bd bb 12 00 00 41 bc 01 00 00 00 .A.....A......}...1.A.....A.....
12ce0 e9 6a a6 ff ff 31 db 31 ed 41 bd bc 12 00 00 41 bc 01 00 00 00 e9 55 a6 ff ff 31 ed 41 bd bc 12 .j...1.1.A.....A......U...1.A...
12d00 00 00 41 bc 01 00 00 00 e9 42 a6 ff ff 45 31 ff 41 bd bc 12 00 00 41 bc 01 00 00 00 e9 2e a6 ff ..A......B...E1.A.....A.........
12d20 ff 45 31 ff 31 ed 41 bd bd 12 00 00 41 bc 01 00 00 00 e9 18 a6 ff ff 31 ed 41 bd bd 12 00 00 41 .E1.1.A.....A..........1.A.....A
12d40 bc 01 00 00 00 e9 05 a6 ff ff 31 db 41 bd bd 12 00 00 41 bc 01 00 00 00 e9 f2 a5 ff ff 31 db 31 ..........1.A.....A..........1.1
12d60 ed 41 bd be 12 00 00 41 bc 01 00 00 00 e9 dd a5 ff ff 31 ed 41 bd be 12 00 00 41 bc 01 00 00 00 .A.....A..........1.A.....A.....
12d80 e9 ca a5 ff ff 45 31 ff 41 bd be 12 00 00 41 bc 01 00 00 00 e9 b6 a5 ff ff 45 31 ff 31 ed 41 bd .....E1.A.....A..........E1.1.A.
12da0 bf 12 00 00 41 bc 01 00 00 00 e9 a0 a5 ff ff 31 ed 41 bd bf 12 00 00 41 bc 01 00 00 00 e9 8d a5 ....A..........1.A.....A........
12dc0 ff ff 31 db 41 bd bf 12 00 00 41 bc 01 00 00 00 e9 7a a5 ff ff 31 db 31 ed 41 bd c0 12 00 00 41 ..1.A.....A......z...1.1.A.....A
12de0 bc 01 00 00 00 e9 65 a5 ff ff 31 ed 41 bd c0 12 00 00 41 bc 01 00 00 00 e9 52 a5 ff ff 45 31 ff ......e...1.A.....A......R...E1.
12e00 41 bd c0 12 00 00 41 bc 01 00 00 00 e9 3e a5 ff ff 45 31 ff 31 ed 41 bd c1 12 00 00 41 bc 01 00 A.....A......>...E1.1.A.....A...
12e20 00 00 e9 28 a5 ff ff 31 ed 41 bd c1 12 00 00 41 bc 01 00 00 00 e9 15 a5 ff ff 31 db 41 bd c1 12 ...(...1.A.....A..........1.A...
12e40 00 00 41 bc 01 00 00 00 e9 02 a5 ff ff 31 db 31 ed 41 bd c2 12 00 00 41 bc 01 00 00 00 e9 ed a4 ..A..........1.1.A.....A........
12e60 ff ff 31 ed 41 bd c2 12 00 00 41 bc 01 00 00 00 e9 da a4 ff ff 45 31 ff 41 bd c2 12 00 00 41 bc ..1.A.....A..........E1.A.....A.
12e80 01 00 00 00 e9 c6 a4 ff ff 45 31 ff 31 ed 41 bd c3 12 00 00 41 bc 01 00 00 00 e9 b0 a4 ff ff 31 .........E1.1.A.....A..........1
12ea0 ed 41 bd c3 12 00 00 41 bc 01 00 00 00 e9 9d a4 ff ff 31 db 41 bd c3 12 00 00 41 bc 01 00 00 00 .A.....A..........1.A.....A.....
12ec0 e9 8a a4 ff ff 31 db 31 ed 41 bd c4 12 00 00 41 bc 01 00 00 00 e9 75 a4 ff ff 31 ed 41 bd c4 12 .....1.1.A.....A......u...1.A...
12ee0 00 00 41 bc 01 00 00 00 e9 62 a4 ff ff 45 31 ff 41 bd c4 12 00 00 41 bc 01 00 00 00 e9 4e a4 ff ..A......b...E1.A.....A......N..
12f00 ff 45 31 ff 31 ed 41 bd c5 12 00 00 41 bc 01 00 00 00 e9 38 a4 ff ff 31 ed 41 bd c5 12 00 00 41 .E1.1.A.....A......8...1.A.....A
12f20 bc 01 00 00 00 e9 25 a4 ff ff 31 db 41 bd c5 12 00 00 41 bc 01 00 00 00 e9 12 a4 ff ff 31 db 31 ......%...1.A.....A..........1.1
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12f60 e9 ea a3 ff ff 45 31 ff 41 bd c6 12 00 00 41 bc 01 00 00 00 e9 d6 a3 ff ff 45 31 ff 31 ed 41 bd .....E1.A.....A..........E1.1.A.
12f80 c7 12 00 00 41 bc 01 00 00 00 e9 c0 a3 ff ff 31 ed 41 bd c7 12 00 00 41 bc 01 00 00 00 e9 ad a3 ....A..........1.A.....A........
12fa0 ff ff 31 db 41 bd c7 12 00 00 41 bc 01 00 00 00 e9 9a a3 ff ff 31 db 31 ed 41 bd c9 12 00 00 41 ..1.A.....A..........1.1.A.....A
12fc0 bc 01 00 00 00 e9 85 a3 ff ff 31 db 41 bd c9 12 00 00 41 bc 01 00 00 00 e9 72 a3 ff ff 31 db 31 ..........1.A.....A......r...1.1
12fe0 ed 41 bd e1 12 00 00 41 bc 01 00 00 00 e9 5d a3 ff ff 31 db 41 bd e1 12 00 00 41 bc 01 00 00 00 .A.....A......]...1.A.....A.....
13000 e9 4a a3 ff ff 31 db 31 ed 41 bd fb 12 00 00 41 bc 01 00 00 00 e9 35 a3 ff ff 31 db 41 bd fb 12 .J...1.1.A.....A......5...1.A...
13020 00 00 41 bc 01 00 00 00 e9 22 a3 ff ff 31 db 31 ed 41 bd 19 13 00 00 41 bc 01 00 00 00 e9 0d a3 ..A......"...1.1.A.....A........
13040 ff ff 31 db 41 bd 19 13 00 00 41 bc 01 00 00 00 e9 fa a2 ff ff 31 db 31 ed 41 bd 20 13 00 00 41 ..1.A.....A..........1.1.A.....A
13060 bc 01 00 00 00 e9 e5 a2 ff ff 31 db 41 bd 20 13 00 00 41 bc 01 00 00 00 e9 d2 a2 ff ff 31 db 31 ..........1.A.....A..........1.1
13080 ed 41 bd 27 13 00 00 41 bc 01 00 00 00 e9 bd a2 ff ff 31 db 41 bd 27 13 00 00 41 bc 01 00 00 00 .A.'...A..........1.A.'...A.....
130a0 e9 aa a2 ff ff 31 db 31 ed 41 bd 5f 13 00 00 41 bc 01 00 00 00 e9 95 a2 ff ff 31 db 41 bd 5f 13 .....1.1.A._...A..........1.A._.
130c0 00 00 41 bc 01 00 00 00 e9 82 a2 ff ff 31 db 31 ed 41 bd 60 13 00 00 41 bc 01 00 00 00 e9 6d a2 ..A..........1.1.A.`...A......m.
130e0 ff ff 31 db 41 bd 60 13 00 00 41 bc 01 00 00 00 e9 5a a2 ff ff 31 db 31 ed 41 bd 61 13 00 00 41 ..1.A.`...A......Z...1.1.A.a...A
13100 bc 01 00 00 00 e9 45 a2 ff ff 31 db 41 bd 61 13 00 00 41 bc 01 00 00 00 e9 32 a2 ff ff 31 db 31 ......E...1.A.a...A......2...1.1
13120 ed 41 bd 62 13 00 00 41 bc 01 00 00 00 e9 1d a2 ff ff 31 db 41 bd 62 13 00 00 41 bc 01 00 00 00 .A.b...A..........1.A.b...A.....
13140 e9 0a a2 ff ff 31 db 31 ed 41 bd 63 13 00 00 41 bc 01 00 00 00 e9 f5 a1 ff ff 31 db 41 bd 63 13 .....1.1.A.c...A..........1.A.c.
13160 00 00 41 bc 01 00 00 00 e9 e2 a1 ff ff 31 db 31 ed 41 bd 66 13 00 00 41 bc 01 00 00 00 e9 cd a1 ..A..........1.1.A.f...A........
13180 ff ff 31 ed 41 bd 66 13 00 00 41 bc 01 00 00 00 e9 ba a1 ff ff 31 ed 41 bd 66 13 00 00 41 bc 01 ..1.A.f...A..........1.A.f...A..
131a0 00 00 00 e9 a7 a1 ff ff 41 bd 66 13 00 00 41 bc 01 00 00 00 e9 96 a1 ff ff 41 bd 66 13 00 00 41 ........A.f...A..........A.f...A
131c0 bc 01 00 00 00 e9 85 a1 ff ff 31 ed 41 bd 67 13 00 00 41 bc 01 00 00 00 e9 72 a1 ff ff 31 db 31 ..........1.A.g...A......r...1.1
131e0 ed 41 bd 01 00 00 00 41 bc 01 00 00 00 e9 5d a1 ff ff 31 db 41 bd 01 00 00 00 41 bc 01 00 00 00 .A.....A......]...1.A.....A.....
13200 e9 4a a1 ff ff 31 db 41 bd 01 00 00 00 41 bc 01 00 00 00 e9 37 a1 ff ff 48 8b 03 85 c0 78 10 48 .J...1.A.....A......7...H....x.H
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13240 48 8b 38 e8 08 65 ff ff 85 c0 0f 88 9b 00 00 00 49 8b 06 85 c0 78 10 48 ff c8 49 89 06 75 08 4c H.8..e..........I....x.H..I..u.L
13260 89 f7 e8 99 5f ff ff 48 8b 3d fa e5 09 00 e8 dd 45 00 00 48 89 c3 48 85 c0 0f 84 82 00 00 00 48 ...._..H.=......E..H..H........H
13280 8b 00 85 c0 78 10 48 ff c8 48 89 03 75 08 48 89 df e8 6a 5f ff ff 48 3b 1d 9b bc 09 00 0f 84 f7 ....x.H..H..u.H...j_..H;........
132a0 df ff ff 48 8b 3d be e5 09 00 e8 a1 45 00 00 48 89 c3 48 85 c0 74 5d 48 8b 15 02 e7 09 00 48 8b ...H.=......E..H..H..t]H......H.
132c0 35 d3 e5 09 00 48 89 c7 e8 f3 02 00 00 85 c0 0f 89 ae df ff ff 48 89 dd 41 bd 69 13 00 00 31 db 5....H...............H..A.i...1.
132e0 41 bc 01 00 00 00 e9 64 a0 ff ff 31 db 4c 89 f5 41 bd 67 13 00 00 41 bc 01 00 00 00 e9 4e a0 ff A......d...1.L..A.g...A......N..
13300 ff 31 ed 41 bd 68 13 00 00 41 bc 01 00 00 00 e9 3b a0 ff ff 31 ed 41 bd 69 13 00 00 41 bc 01 00 .1.A.h...A......;...1.A.i...A...
13320 00 00 e9 28 a0 ff ff 41 bd 67 13 00 00 41 bc 01 00 00 00 e9 17 a0 ff ff 45 31 ff 31 db 41 bd 01 ...(...A.g...A..........E1.1.A..
13340 00 00 00 41 bc 01 00 00 00 e9 01 a0 ff ff 48 81 c4 d8 00 00 00 5b 5d 41 5c 41 5d 41 5e 41 5f c3 ...A..........H......[]A\A]A^A_.
13360 48 8d 3d d9 c6 09 00 e9 84 5d ff ff 0f 1f 40 00 48 8d 3d 49 d7 09 00 48 8d 05 42 d7 09 00 48 39 H.=......]....@.H.=I...H..B...H9
13380 f8 74 15 48 8b 05 2e bb 09 00 48 85 c0 74 09 ff e0 0f 1f 80 00 00 00 00 c3 0f 1f 80 00 00 00 00 .t.H......H..t..................
133a0 48 8d 3d 19 d7 09 00 48 8d 35 12 d7 09 00 48 29 fe 48 89 f0 48 c1 ee 3f 48 c1 f8 03 48 01 c6 48 H.=....H.5....H).H..H..?H...H..H
133c0 d1 fe 74 14 48 8b 05 e5 bb 09 00 48 85 c0 74 08 ff e0 66 0f 1f 44 00 00 c3 0f 1f 80 00 00 00 00 ..t.H......H..t...f..D..........
133e0 f3 0f 1e fa 80 3d d5 d6 09 00 00 75 2b 55 48 83 3d ca bb 09 00 00 48 89 e5 74 0c 48 8d 3d de 97 .....=.....u+UH.=.....H..t.H.=..
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13440 48 8b 15 f1 ba 09 00 c7 47 50 00 00 00 00 48 c7 47 58 00 00 00 00 8b 02 83 c0 01 74 02 89 02 48 H.......GP....H.GX.........t...H
13460 89 d0 c3 66 66 2e 0f 1f 84 00 00 00 00 00 66 90 41 54 49 89 d4 55 48 89 f5 53 48 89 fb 48 8b 7f ...ff.........f.ATI..UH..SH..H..
13480 18 48 85 ff 74 09 48 89 d6 ff d5 85 c0 75 21 48 8b bb e8 00 00 00 31 c0 48 85 ff 74 13 5b 4c 89 .H..t.H......u!H......1.H..t.[L.
134a0 e6 48 89 e8 5d 41 5c ff e0 0f 1f 80 00 00 00 00 5b 5d 41 5c c3 66 66 2e 0f 1f 84 00 00 00 00 00 .H..]A\.........[]A\.ff.........
134c0 48 8b 57 50 8b 02 83 c0 01 74 06 89 02 48 8b 57 50 48 89 d0 c3 66 66 2e 0f 1f 84 00 00 00 00 00 H.WP.....t...H.WPH...ff.........
134e0 48 8b 57 60 8b 02 83 c0 01 74 06 89 02 48 8b 57 60 48 89 d0 c3 66 66 2e 0f 1f 84 00 00 00 00 00 H.W`.....t...H.W`H...ff.........
13500 48 8b 15 31 ba 09 00 8b 02 83 c0 01 74 02 89 02 48 89 d0 c3 66 66 2e 0f 1f 84 00 00 00 00 00 90 H..1........t...H...ff..........
13520 48 8b 47 68 48 85 c0 74 0f 8b 10 83 c2 01 74 02 89 10 c3 0f 1f 44 00 00 48 8b 05 f9 b9 09 00 eb H.GhH..t......t......D..H.......
13540 e8 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00 48 83 ec 08 f6 87 aa 00 00 00 10 75 43 31 f6 ff .ff...........@.H..........uC1..
13560 97 30 01 00 00 48 85 c0 74 2e 48 8b 0d c7 b9 09 00 48 8b 15 a0 ea 09 00 48 89 50 10 8b 11 48 89 .0...H..t.H......H......H.P...H.
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15560 0d 06 41 04 00 48 8d 35 f3 40 04 00 48 8b 38 31 c0 e8 7a 42 ff ff 31 c0 48 83 c4 08 c3 0f 1f 00 ..A..H.5.@..H.81..zB..1.H.......
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155a0 39 46 08 0f 94 c0 84 d2 0f 84 c2 00 00 00 84 c0 0f 84 ba 00 00 00 48 8b 47 10 48 39 46 10 0f 85 9F....................H.G.H9F...
155c0 bc 00 00 00 48 8b 57 18 48 8b 4e 18 48 39 ca 41 0f 95 c0 48 83 fa ff 0f 95 c2 41 84 d0 74 0a 48 ....H.W.H.N.H9.A...H......A..t.H
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15620 00 48 8b 76 38 0f b6 ca 83 f9 01 0f 84 1f 01 00 00 83 f9 02 0f 84 d6 00 00 00 44 8b 07 8b 0e 41 .H.v8.....................D....A
15640 39 c8 75 3c 48 83 f8 01 0f 84 a2 00 00 00 0f b6 d2 48 0f af d0 e8 36 3e ff ff 85 c0 0f 95 c0 83 9.u<H............H....6>........
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157e0 00 48 8d 35 0b 3e 04 00 48 8b 38 31 c0 e8 fe 3f ff ff 31 c0 48 83 c4 08 c3 0f 1f 80 00 00 00 00 .H.5.>..H.81...?..1.H...........
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15880 18 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00 48 83 c0 01 49 39 c2 74 17 48 39 7c c6 18 75 f0 .ff...........@.H...I9.t.H9|..u.
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15b60 8f 0b ff ff ff 74 b1 8b 05 af c3 09 00 83 f8 01 74 0f 49 89 fd 31 db be 01 00 00 00 e9 89 fe ff .....t..........t.I..1..........
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15ba0 74 2e 48 8b 97 58 01 00 00 48 85 d2 74 52 48 8b 4a 10 48 85 c9 0f 8e 85 00 00 00 31 c0 eb 0a 90 t.H..X...H..tRH.J.H........1....
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15c00 48 89 f8 66 66 2e 0f 1f 84 00 00 00 00 00 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 80 00 00 00 00 H..ff.........ff................
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15d40 b8 01 00 00 00 c3 66 66 2e 0f 1f 84 00 00 00 00 00 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00 ......ff.........ff...........@.
15d60 48 8b bf 00 01 00 00 48 39 fe 74 d4 48 85 ff 75 ef 31 c0 48 3b 35 ee 91 09 00 0f 94 c0 c3 66 90 H......H9.t.H..u.1.H;5........f.
15d80 31 c0 c3 0f 1f 44 00 00 e9 33 35 ff ff 0f 1f 00 a9 00 00 00 04 74 f1 e9 d4 fa ff ff 0f 1f 40 00 1....D...35..........t........@.
15da0 48 83 ec 08 48 3b 35 8d 91 09 00 74 4b 48 85 f6 74 46 48 8b 46 08 f6 80 ab 00 00 00 20 74 51 8b H...H;5....tKH..tFH.F........tQ.
15dc0 06 83 c0 01 74 02 89 06 48 8b 97 a0 00 00 00 48 89 b7 a0 00 00 00 48 85 d2 74 10 48 8b 02 85 c0 ....t...H......H......H..t.H....
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15e00 48 89 d7 e8 f8 33 ff ff eb e1 66 0f 1f 44 00 00 48 8b 05 d9 90 09 00 48 8d 35 f2 1c 04 00 48 8b H....3....f..D..H......H.5....H.
15e20 38 e8 aa 34 ff ff b8 ff ff ff ff eb c0 0f 1f 00 55 48 89 d0 48 89 f5 53 48 89 cb 48 83 ec 08 48 8..4............UH..H..SH..H...H
15e40 8b 17 48 89 07 48 85 d2 74 10 48 8b 02 85 c0 78 09 48 83 e8 01 48 89 02 74 46 48 85 ed 74 12 48 ..H..H..t.H....x.H...H..tFH..t.H
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15e80 01 48 89 03 74 0a 48 83 c4 08 5b 5d c3 0f 1f 00 48 83 c4 08 48 89 df 5b 5d e9 62 33 ff ff 66 90 .H..t.H...[]....H...H..[].b3..f.
15ea0 48 89 d7 e8 58 33 ff ff eb b0 66 0f 1f 44 00 00 48 89 ef e8 48 33 ff ff eb b7 66 0f 1f 44 00 00 H...X3....f..D..H...H3....f..D..
15ec0 55 53 48 89 fb 48 83 ec 08 48 8b 2d 68 90 09 00 48 8b 7f 18 8b 45 00 48 89 6b 18 83 c0 01 74 50 USH..H...H.-h...H....E.H.k....tP
15ee0 89 45 00 48 85 ff 74 13 48 8b 17 85 d2 78 0c 48 83 ea 01 48 89 17 74 68 8b 45 00 48 8b bb e8 00 .E.H..t.H....x.H...H..th.E.H....
15f00 00 00 48 89 ab e8 00 00 00 83 c0 01 74 03 89 45 00 48 85 ff 74 10 48 8b 07 85 c0 78 09 48 83 e8 ..H.........t..E.H..t.H....x.H..
15f20 01 48 89 07 74 2a 48 83 c4 08 31 c0 5b 5d c3 90 48 85 ff 74 07 48 8b 17 85 d2 79 b3 48 8b bb e8 .H..t*H...1.[]..H..t.H....y.H...
15f40 00 00 00 48 89 ab e8 00 00 00 eb c5 0f 1f 40 00 e8 ab 32 ff ff 48 83 c4 08 31 c0 5b 5d c3 66 90 ...H..........@...2..H...1.[].f.
15f60 e8 9b 32 ff ff eb 91 66 0f 1f 84 00 00 00 00 00 48 83 ec 08 48 85 f6 74 4f 48 8b 46 08 f6 80 ab ..2....f........H...H..tOH.F....
15f80 00 00 00 10 74 42 8b 06 83 c0 01 74 02 89 06 48 8b 57 50 48 89 77 50 48 85 d2 74 10 48 8b 02 85 ....tB.....t...H.WPH.wPH..t.H...
15fa0 c0 78 09 48 83 e8 01 48 89 02 74 0c 31 c0 48 83 c4 08 c3 0f 1f 44 00 00 48 89 d7 e8 40 32 ff ff .x.H...H..t.1.H......D..H...@2..
15fc0 eb ea 66 0f 1f 44 00 00 48 8b 05 21 8f 09 00 48 8d 35 6a 1b 04 00 48 8b 38 e8 f2 32 ff ff b8 ff ..f..D..H..!...H.5j...H.8..2....
15fe0 ff ff ff 48 83 c4 08 c3 0f 1f 84 00 00 00 00 00 48 83 ec 08 48 85 f6 74 4f 48 8b 46 08 f6 80 ab ...H............H...H..tOH.F....
16000 00 00 00 10 74 42 8b 06 83 c0 01 74 02 89 06 48 8b 57 48 48 89 77 48 48 85 d2 74 10 48 8b 02 85 ....tB.....t...H.WHH.wHH..t.H...
16020 c0 78 09 48 83 e8 01 48 89 02 74 0c 31 c0 48 83 c4 08 c3 0f 1f 44 00 00 48 89 d7 e8 c0 31 ff ff .x.H...H..t.1.H......D..H....1..
16040 eb ea 66 0f 1f 44 00 00 48 8b 05 a1 8e 09 00 48 8d 35 1a 1b 04 00 48 8b 38 e8 72 32 ff ff b8 ff ..f..D..H......H.5....H.8.r2....
16060 ff ff ff 48 83 c4 08 c3 0f 1f 84 00 00 00 00 00 55 48 89 fd 53 48 83 ec 08 48 85 f6 74 72 48 3b ...H............UH..SH...H..trH;
16080 35 b3 8e 09 00 48 89 f3 75 76 48 8b 05 07 8f 09 00 ba 01 00 00 00 48 8d 35 2b 1b 04 00 48 8b 38 5....H..uvH...........H.5+...H.8
160a0 e8 4b 31 ff ff 8b 03 83 c0 01 74 02 89 03 48 8b bd 90 00 00 00 48 89 9d 90 00 00 00 48 85 ff 74 .K1.......t...H......H......H..t
160c0 10 48 8b 07 85 c0 78 09 48 83 e8 01 48 89 07 74 0f 31 c0 48 83 c4 08 5b 5d c3 66 0f 1f 44 00 00 .H....x.H...H..t.1.H...[].f..D..
160e0 e8 1b 31 ff ff eb ea 66 0f 1f 84 00 00 00 00 00 48 8b 1d 41 8e 09 00 eb 91 0f 1f 80 00 00 00 00 ..1....f........H..A............
16100 48 8b 46 08 f6 80 ab 00 00 00 20 0f 85 79 ff ff ff 48 8b 05 d8 8d 09 00 48 8d 35 79 1a 04 00 48 H.F..........y...H......H.5y...H
16120 8b 38 e8 a9 31 ff ff b8 ff ff ff ff eb a5 66 90 55 48 89 fd 53 48 83 ec 08 48 85 f6 74 72 48 3b .8..1.........f.UH..SH...H..trH;
16140 35 f3 8d 09 00 48 89 f3 75 76 48 8b 05 47 8e 09 00 ba 01 00 00 00 48 8d 35 03 1b 04 00 48 8b 38 5....H..uvH..G........H.5....H.8
16160 e8 8b 30 ff ff 8b 03 83 c0 01 74 02 89 03 48 8b bd 88 00 00 00 48 89 9d 88 00 00 00 48 85 ff 74 ..0.......t...H......H......H..t
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161a0 e8 5b 30 ff ff eb ea 66 0f 1f 84 00 00 00 00 00 48 8b 1d 81 8d 09 00 eb 91 0f 1f 80 00 00 00 00 .[0....f........H...............
161c0 48 8b 46 08 f6 80 ab 00 00 00 04 0f 85 79 ff ff ff 48 8b 05 18 8d 09 00 48 8d 35 51 1a 04 00 48 H.F..........y...H......H.5Q...H
161e0 8b 38 e8 e9 30 ff ff b8 ff ff ff ff eb a5 66 90 41 55 49 89 fd 41 54 49 89 f4 53 48 89 cb 48 83 .8..0.........f.AUI..ATI..SH..H.
16200 ec 10 48 85 d2 74 0a 48 39 4a 28 0f 85 8f 00 00 00 49 8b 7d 60 49 89 55 60 48 85 ff 74 10 48 8b ..H..t.H9J(......I.}`I.U`H..t.H.
16220 07 85 c0 78 09 48 83 e8 01 48 89 07 74 52 4d 85 e4 74 12 49 8b 04 24 85 c0 78 0a 48 83 e8 01 49 ...x.H...H..tRM..t.I..$..x.H...I
16240 89 04 24 74 4b 48 85 db 74 10 48 8b 03 85 c0 78 09 48 83 e8 01 48 89 03 74 0e 48 83 c4 10 5b 41 ..$tKH..t.H....x.H...H..t.H...[A
16260 5c 41 5d c3 0f 1f 40 00 48 83 c4 10 48 89 df 5b 41 5c 41 5d e9 87 2f ff ff 0f 1f 80 00 00 00 00 \A]...@.H...H..[A\A]../.........
16280 e8 7b 2f ff ff eb a7 66 0f 1f 84 00 00 00 00 00 4c 89 e7 e8 68 2f ff ff eb ab 66 0f 1f 44 00 00 .{/....f........L...h/....f..D..
162a0 48 89 d7 48 89 ce 48 89 54 24 08 e8 f0 2d ff ff 48 8b 54 24 08 e9 57 ff ff ff 66 0f 1f 44 00 00 H..H..H.T$...-..H.T$..W...f..D..
162c0 48 83 ec 08 48 85 f6 74 4f 48 8b 46 08 f6 80 ab 00 00 00 20 74 6a 8b 06 83 c0 01 74 02 89 06 48 H...H..tOH.F........tj.....t...H
162e0 8b 57 40 48 89 77 40 48 85 d2 74 10 48 8b 02 85 c0 78 09 48 83 e8 01 48 89 02 74 0c 31 c0 48 83 .W@H.w@H..t.H....x.H...H..t.1.H.
16300 c4 08 c3 0f 1f 44 00 00 48 89 d7 e8 f0 2e ff ff eb ea 66 0f 1f 44 00 00 48 8b 05 d1 8b 09 00 48 .....D..H.........f..D..H......H
16320 8d 35 9a 19 04 00 48 8b 38 e8 a2 2f ff ff b8 ff ff ff ff 48 83 c4 08 c3 0f 1f 84 00 00 00 00 00 .5....H.8../.......H............
16340 48 8b 05 a9 8b 09 00 48 8d 35 a2 19 04 00 48 8b 38 e8 7a 2f ff ff eb d6 0f 1f 84 00 00 00 00 00 H......H.5....H.8.z/............
16360 41 55 41 89 d5 41 54 49 89 f4 55 48 89 fd 53 48 83 ec 18 e8 18 33 ff ff 48 85 c0 74 5b 48 8b 35 AUA..ATI..UH..SH.....3..H..t[H.5
16380 bc a7 09 00 48 89 c3 48 89 c2 45 89 e8 4c 89 e1 48 89 ef e8 c8 32 ff ff 48 8b 13 85 d2 78 09 48 ....H..H..E..L..H....2..H....x.H
163a0 83 ea 01 48 89 13 74 10 48 83 c4 18 5b 5d 41 5c 41 5d c3 0f 1f 44 00 00 48 89 df 48 89 44 24 08 ...H..t.H...[]A\A]...D..H..H.D$.
163c0 e8 3b 2e ff ff 48 8b 44 24 08 48 83 c4 18 5b 5d 41 5c 41 5d c3 0f 1f 00 48 83 c4 18 31 c0 5b 5d .;...H.D$.H...[]A\A]....H...1.[]
163e0 41 5c 41 5d c3 66 66 2e 0f 1f 84 00 00 00 00 00 41 57 49 89 d7 41 56 49 89 f6 41 55 49 89 fd 41 A\A].ff.........AWI..AVI..AUI..A
16400 54 55 53 48 83 ec 18 48 8b 6f 60 48 c7 47 60 00 00 00 00 48 85 ed 0f 84 f4 00 00 00 4c 8b 65 08 TUSH...H.o`H.G`....H........L.e.
16420 41 8b 04 24 83 c0 01 74 04 41 89 04 24 48 89 ef 48 89 4c 24 08 e8 d6 2e ff ff 48 8b 4c 24 08 48 A..$...t.A..$H..H.L$......H.L$.H
16440 85 c0 48 89 c3 74 09 8b 00 83 c0 01 74 02 89 03 41 8b 04 24 83 c0 01 74 04 41 89 04 24 8b 45 00 ..H..t......t...A..$...t.A..$.E.
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184a0 48 83 e8 01 48 89 03 0f 84 13 01 00 00 48 8b 3d 0c 8a 09 00 48 89 ee e8 c4 0c ff ff 48 8b 55 00 H...H........H.=....H.......H.U.
184c0 48 89 c3 48 85 c0 0f 84 34 01 00 00 85 d2 78 0e 48 83 ea 01 48 89 55 00 0f 84 f2 00 00 00 48 8b H..H....4.....x.H...H.U.......H.
184e0 35 bb 8d 09 00 48 89 df e8 93 0c ff ff 48 89 c5 48 8b 03 48 85 ed 0f 84 84 00 00 00 85 c0 78 0d 5....H.......H..H..H..........x.
18500 48 83 e8 01 48 89 03 0f 84 d3 00 00 00 48 89 ee 4c 89 e7 e8 48 0c ff ff 48 8b 55 00 48 89 c3 48 H...H........H..L...H...H.U.H..H
18520 85 c0 0f 84 d8 00 00 00 85 d2 78 0e 48 83 ea 01 48 89 55 00 0f 84 36 01 00 00 49 8b 04 24 85 c0 ..........x.H...H.U...6...I..$..
18540 78 0e 48 83 e8 01 49 89 04 24 0f 84 10 01 00 00 8b 03 83 c0 01 74 02 89 03 48 89 dd 48 8b 03 85 x.H...I..$...........t...H..H...
18560 c0 78 0d 48 83 e8 01 48 89 03 0f 84 e0 00 00 00 48 89 e8 5b 5d 41 5c c3 0f 1f 84 00 00 00 00 00 .x.H...H........H..[]A\.........
18580 48 8b 03 85 c0 78 09 48 83 e8 01 48 89 03 74 60 be c5 00 00 00 48 8d 3d 54 f8 03 00 4c 89 e3 31 H....x.H...H..t`.....H.=T...L..1
185a0 ed e8 0a fa ff ff eb b4 0f 1f 84 00 00 00 00 00 48 89 df e8 48 0c ff ff e9 83 fe ff ff 0f 1f 00 ................H...H...........
185c0 48 89 df e8 38 0c ff ff e9 e0 fe ff ff 0f 1f 00 48 89 ef e8 28 0c ff ff e9 01 ff ff ff 0f 1f 00 H...8...........H...(...........
185e0 48 89 df e8 18 0c ff ff e9 20 ff ff ff 0f 1f 00 48 89 df e8 08 0c ff ff eb 96 66 0f 1f 44 00 00 H...............H.........f..D..
18600 85 d2 78 8c 48 83 ea 01 48 89 55 00 75 82 48 89 ef e8 ea 0b ff ff e9 75 ff ff ff 0f 1f 44 00 00 ..x.H...H.U.u.H........u.....D..
18620 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 8f 00 00 00 31 ed be c4 00 00 00 48 8d 3d b1 f7 03 00 e8 ..x.H...H........1......H.=.....
18640 6c f9 ff ff 48 89 e8 5b 5d 41 5c c3 0f 1f 40 00 48 89 df e8 a8 0b ff ff 48 89 e8 5b 5d 41 5c c3 l...H..[]A\...@.H.......H..[]A\.
18660 4c 89 e7 e8 98 0b ff ff e9 e3 fe ff ff 0f 1f 00 48 89 ef e8 88 0b ff ff e9 bd fe ff ff 0f 1f 00 L...............H...............
18680 e8 db 11 ff ff 48 89 c3 e9 6a fd ff ff 0f 1f 00 e8 cb 11 ff ff 49 89 c4 e9 86 fd ff ff 0f 1f 00 .....H...j...........I..........
186a0 e8 bb 11 ff ff 48 89 c3 e9 b7 fd ff ff 0f 1f 00 e8 ab 11 ff ff 48 89 c5 e9 d3 fd ff ff 0f 1f 00 .....H...............H..........
186c0 48 89 df e8 38 0b ff ff e9 64 ff ff ff 0f 1f 00 41 54 55 53 48 83 ec 20 48 85 d2 0f 8f 07 01 00 H...8....d......ATUSH...H.......
186e0 00 48 89 fb 48 85 c9 0f 85 3b 01 00 00 8b 03 83 c0 01 74 02 89 03 66 0f ef c0 bf 01 00 00 00 48 .H..H....;........t...f........H
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18720 48 89 50 18 8b 02 83 c0 01 74 02 89 02 48 8b 05 cc 67 09 00 48 8b 3d dd 8e 09 00 48 89 e6 48 89 H.P......t...H...g..H.=....H..H.
18740 e9 48 ba 01 00 00 00 00 00 00 80 48 89 44 24 08 e8 8b 0f ff ff 49 89 c4 48 8b 03 85 c0 78 09 48 .H.........H.D$......I..H....x.H
18760 83 e8 01 48 89 03 74 38 48 8b 45 00 85 c0 78 0a 48 83 e8 01 48 89 45 00 74 16 4d 85 e4 74 45 48 ...H..t8H.E...x.H...H.E.t.M..tEH
18780 83 c4 20 4c 89 e0 5b 5d 41 5c c3 0f 1f 44 00 00 48 89 ef e8 68 0a ff ff eb e0 66 0f 1f 44 00 00 ...L..[]A\...D..H...h.....f..D..
187a0 48 89 df e8 58 0a ff ff eb be 66 0f 1f 44 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 H...X.....f..D..H....x.H...H....
187c0 8c 00 00 00 be ca 00 00 00 48 8d 3d 88 f6 03 00 e8 db f7 ff ff 48 83 c4 20 45 31 e4 4c 89 e0 5b .........H.=.........H...E1.L..[
187e0 5d 41 5c c3 0f 1f 40 00 48 8b 05 01 67 09 00 48 83 ec 08 45 31 c0 4c 8d 0d 6c 0e 04 00 48 8d 0d ]A\...@.H...g..H...E1.L..l...H..
18800 80 11 04 00 48 8d 35 0d f6 03 00 48 8b 38 52 31 c0 48 8d 15 74 11 04 00 e8 d3 0f ff ff 58 5a eb ....H.5....H.8R1.H..t........XZ.
18820 b4 0f 1f 80 00 00 00 00 48 83 79 10 00 78 a6 0f 84 b8 fe ff ff 48 89 ce 48 8d 3d 4d 11 04 00 e8 ........H.y..x.......H..H.=M....
18840 0c b5 ff ff eb 8f 66 2e 0f 1f 84 00 00 00 00 00 48 89 df e8 a8 09 ff ff e9 67 ff ff ff 0f 1f 00 ......f.........H........g......
18860 41 56 41 55 41 54 55 53 48 83 ec 30 48 85 d2 0f 8f 7b 03 00 00 48 89 fd 48 85 c9 0f 85 af 03 00 AVAUATUSH..0H....{...H..H.......
18880 00 bf 01 00 00 00 e8 d5 07 ff ff 48 89 c3 48 85 c0 0f 84 09 03 00 00 48 8b 15 ea 92 09 00 8b 02 ...........H..H........H........
188a0 83 c0 01 74 09 89 02 48 8b 15 da 92 09 00 48 8b 43 18 48 89 10 4c 8b 25 bc 91 09 00 e8 cf 0d ff ...t...H......H.C.H..L.%........
188c0 ff 49 89 c5 48 85 c0 0f 84 b3 02 00 00 48 8b 35 6c 82 09 00 4c 89 e7 48 89 d9 48 89 c2 41 b8 01 .I..H........H.5l...L..H..H..A..
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18980 00 bf 01 00 00 00 e8 95 0b ff ff 49 89 c5 48 85 c0 0f 84 39 01 00 00 48 8b 55 18 8b 02 83 c0 01 ...........I..H....9...H.U......
189a0 74 06 89 02 48 8b 55 18 49 89 55 18 8b 45 00 83 c0 01 74 03 89 45 00 66 0f ef c0 bf 01 00 00 00 t...H.U.I.U..E....t..E.f........
189c0 48 89 6c 24 10 0f 11 44 24 18 e8 51 0b ff ff 49 89 c4 48 85 c0 0f 84 c5 00 00 00 48 8b 15 ae 8d H.l$...D$..Q...I..H........H....
189e0 09 00 48 89 50 18 8b 02 83 c0 01 74 02 89 02 48 8b 05 0a 65 09 00 48 8b 3d 1b 8c 09 00 48 8d 74 ..H.P......t...H...e..H.=....H.t
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18a60 84 00 00 00 8b 13 83 c2 01 74 02 89 13 48 89 58 18 4c 89 68 20 4c 89 70 28 48 8b 13 85 d2 78 0d .........t...H.X.L.h.L.p(H....x.
18a80 48 83 ea 01 48 89 13 0f 84 33 01 00 00 48 83 c4 30 5b 5d 41 5c 41 5d 41 5e c3 66 0f 1f 44 00 00 H...H....3...H..0[]A\A]A^.f..D..
18aa0 49 8b 45 00 85 c0 0f 89 01 02 00 00 48 8b 45 00 85 c0 78 1c 48 83 e8 01 48 89 45 00 75 12 48 89 I.E.........H.E...x.H...H.E.u.H.
18ac0 ef e8 3a 07 ff ff 66 2e 0f 1f 84 00 00 00 00 00 be d6 00 00 00 48 8d 3d ac f3 03 00 e8 cf f4 ff ..:...f..............H.=........
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18b20 48 89 df e8 d8 06 ff ff e9 f1 fd ff ff 0f 1f 00 48 89 df e8 c8 06 ff ff 49 8b 04 24 85 c0 0f 89 H...............H.......I..$....
18b40 2f fe ff ff e9 38 fe ff ff 0f 1f 80 00 00 00 00 4c 89 e7 e8 a8 06 ff ff e9 24 fe ff ff 0f 1f 00 /....8..........L........$......
18b60 4c 89 ef e8 98 06 ff ff e9 94 fd ff ff 0f 1f 00 48 89 ef e8 88 06 ff ff e9 b5 fe ff ff 0f 1f 00 L...............H...............
18b80 48 8b 03 85 c0 78 19 48 83 e8 01 48 89 03 0f 84 3c 01 00 00 66 66 2e 0f 1f 84 00 00 00 00 00 90 H....x.H...H....<...ff..........
18ba0 be d0 00 00 00 48 8d 3d dc f2 03 00 e8 ff f3 ff ff 31 c0 48 83 c4 30 5b 5d 41 5c 41 5d 41 5e c3 .....H.=.........1.H..0[]A\A]A^.
18bc0 48 89 df 48 89 44 24 08 e8 33 06 ff ff 48 8b 44 24 08 48 83 c4 30 5b 5d 41 5c 41 5d 41 5e c3 90 H..H.D$..3...H.D$.H..0[]A\A]A^..
18be0 4c 89 e7 e8 18 06 ff ff e9 5b fe ff ff 0f 1f 00 48 8b 05 f9 62 09 00 48 83 ec 08 45 31 c0 4c 8d L........[......H...b..H...E1.L.
18c00 0d 64 0a 04 00 48 8d 0d 78 0d 04 00 48 8d 35 05 f2 03 00 48 8b 38 52 31 c0 48 8d 15 79 0d 04 00 .d...H..x...H.5....H.8R1.H..y...
18c20 e8 cb 0b ff ff 58 31 c0 5a eb 88 0f 1f 44 00 00 48 83 79 10 00 0f 88 76 ff ff ff 0f 84 40 fc ff .....X1.Z....D..H.y....v.....@..
18c40 ff 48 89 ce 48 8d 3d 4e 0d 04 00 e8 00 b1 ff ff 31 c0 e9 5c ff ff ff 66 0f 1f 84 00 00 00 00 00 .H..H.=N........1..\...f........
18c60 4c 89 ee 4c 89 e7 e8 35 e2 ff ff 48 89 c3 48 85 c0 0f 85 d7 fc ff ff 49 8b 04 24 85 c0 0f 88 1d L..L...5...H..H........I..$.....
18c80 ff ff ff 48 83 e8 01 49 89 04 24 0f 85 0f ff ff ff 4c 89 e7 e8 67 05 ff ff e9 02 ff ff ff 66 90 ...H...I..$......L...g........f.
18ca0 e8 bb 0b ff ff 48 89 c3 e9 98 fc ff ff 48 83 e8 01 49 89 45 00 0f 85 f1 fd ff ff 4c 89 ef e8 3d .....H.......H...I.E.......L...=
18cc0 05 ff ff e9 e4 fd ff ff 0f 1f 84 00 00 00 00 00 48 89 df e8 28 05 ff ff be d0 00 00 00 48 8d 3d ................H...(........H.=
18ce0 a4 f1 03 00 e8 c7 f2 ff ff 31 c0 e9 c3 fe ff ff 41 55 41 54 55 48 89 f5 53 48 89 fb 48 83 ec 28 .........1......AUATUH..SH..H..(
18d00 8b 06 83 c0 01 74 02 89 06 48 8b 7b 18 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 2f 01 00 .....t...H.{.H....x.H...H..../..
18d20 00 48 89 6b 18 48 8b 45 08 48 89 ef 48 8b 35 ed 86 09 00 48 8b 80 90 00 00 00 48 85 c0 0f 84 5d .H.k.H.E.H..H.5....H......H....]
18d40 01 00 00 ff d0 49 89 c4 4d 85 e4 0f 84 60 01 00 00 4c 8d 2d 8f 0b 04 00 4c 89 e7 4c 89 ee e8 8d .....I..M....`...L.-....L..L....
18d60 07 ff ff 85 c0 0f 84 65 01 00 00 4c 89 ee 4c 89 e7 e8 8a 0a ff ff 49 89 c5 48 85 c0 0f 84 de 01 .......e...L..L.......I..H......
18d80 00 00 f3 41 0f 6f 45 00 48 89 df 0f 11 43 20 f3 41 0f 6f 45 10 0f 11 43 30 49 8b 45 20 48 89 43 ...A.oE.H....C..A.oE...C0I.E.H.C
18da0 40 48 8d 43 20 48 89 43 48 48 8b 43 10 ff 50 08 48 89 c7 48 85 c0 0f 84 d4 01 00 00 48 8b 00 85 @H.C.H.CHH.C..P.H..H........H...
18dc0 c0 78 0d 48 83 e8 01 48 89 07 0f 84 90 00 00 00 48 8b 45 08 48 8b 35 05 8a 09 00 48 89 ef 48 8b .x.H...H........H.E.H.5....H..H.
18de0 80 90 00 00 00 48 85 c0 0f 84 c2 01 00 00 ff d0 48 89 c5 48 85 ed 0f 84 c4 01 00 00 48 8b bb e8 .....H..........H..H........H...
18e00 00 00 00 48 8b 07 85 c0 78 09 48 83 e8 01 48 89 07 74 7d 48 8b 05 1e 61 09 00 48 89 ab e8 00 00 ...H....x.H...H..t}H...a..H.....
18e20 00 8b 10 83 c2 01 74 02 89 10 49 8b 14 24 85 d2 78 0a 48 83 ea 01 49 89 14 24 74 34 48 83 c4 28 ......t...I..$..x.H...I..$t4H..(
18e40 5b 5d 41 5c 41 5d c3 66 0f 1f 84 00 00 00 00 00 e8 ab 03 ff ff e9 c7 fe ff ff 66 0f 1f 44 00 00 []A\A].f..................f..D..
18e60 e8 9b 03 ff ff e9 66 ff ff ff 66 0f 1f 44 00 00 4c 89 e7 48 89 44 24 08 e8 83 03 ff ff 48 8b 44 ......f...f..D..L..H.D$......H.D
18e80 24 08 48 83 c4 28 5b 5d 41 5c 41 5d c3 0f 1f 00 e8 6b 03 ff ff e9 79 ff ff ff 66 0f 1f 44 00 00 $.H..([]A\A].....k....y...f..D..
18ea0 e8 bb 09 ff ff 49 89 c4 4d 85 e4 0f 85 a0 fe ff ff be da 00 00 00 48 8d 3d fb ef 03 00 e8 ee f0 .....I..M.............H.=.......
18ec0 ff ff 48 83 c4 28 31 c0 5b 5d 41 5c 41 5d c3 90 48 8b 2d 89 90 09 00 8b 45 00 83 c0 01 74 03 89 ..H..(1.[]A\A]..H.-.....E....t..
18ee0 45 00 48 8b 05 0f 80 09 00 48 8d 74 24 18 48 89 ef 48 c7 44 24 10 00 00 00 00 48 89 44 24 18 e8 E.H......H.t$.H..H.D$.....H.D$..
18f00 dc dd ff ff 48 89 c3 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 c3 00 00 00 48 85 db ....H..H.E...x.H...H.E.......H..
18f20 74 1c 48 89 df e8 36 d7 ff ff 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 b2 00 00 00 be dd t.H...6...H....x.H...H..........
18f40 00 00 00 48 8d 3d 6e ef 03 00 e8 61 f0 ff ff 31 c0 e9 d4 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00 ...H.=n....a...1......f.........
18f60 e8 2b 06 ff ff 48 85 c0 0f 84 14 fe ff ff be df 00 00 00 48 8d 3d 3e ef 03 00 e8 31 f0 ff ff 31 .+...H.............H.=>....1...1
18f80 c0 e9 a4 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00 be e1 00 00 00 48 8d 3d 1c ef 03 00 e8 0f f0 ff ......f..............H.=........
18fa0 ff 31 c0 e9 82 fe ff ff 0f 1f 84 00 00 00 00 00 e8 ab 08 ff ff 48 89 c5 e9 36 fe ff ff 0f 1f 00 .1...................H...6......
18fc0 be e2 00 00 00 48 8d 3d ec ee 03 00 e8 df ef ff ff 31 c0 e9 52 fe ff ff 0f 1f 84 00 00 00 00 00 .....H.=.........1..R...........
18fe0 48 89 ef e8 18 02 ff ff e9 30 ff ff ff 0f 1f 00 48 89 df e8 08 02 ff ff e9 41 ff ff ff 0f 1f 00 H........0......H........A......
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19020 20 48 c7 44 24 28 00 00 00 00 48 85 ff 0f 84 7d 00 00 00 4c 8b 4f 10 4d 85 c9 7e 74 48 85 d2 0f .H.D$(....H....}...L.O.M..~tH...
19040 84 eb 02 00 00 48 83 fa 01 0f 85 01 02 00 00 48 8b 16 8b 0a 83 c1 01 74 02 89 0a 48 89 54 24 18 .....H.........H.......t...H.T$.
19060 48 8d 4c 24 18 48 8d 34 c6 49 89 c0 48 8d 54 24 20 4c 8d 15 04 0b 04 00 48 83 ec 08 41 52 e8 0d H.L$.H.4.I..H.T$.L......H...AR..
19080 c1 ff ff 48 8b 6c 24 28 59 5e 83 f8 ff 0f 84 fb 01 00 00 48 85 ed 75 35 48 8b 05 99 5e 09 00 8b ...H.l$(Y^.........H..u5H...^...
190a0 10 83 c2 01 74 02 89 10 48 89 c5 eb 20 0f 1f 00 48 85 c0 74 e3 48 83 f8 01 0f 85 91 01 00 00 48 ....t...H.......H..t.H.........H
190c0 8b 2e 8b 45 00 83 c0 01 74 03 89 45 00 4c 8b 73 18 41 8b 06 83 c0 01 74 03 41 89 06 4c 8b 25 1d ...E....t..E.L.s.A.....t.A..L.%.
190e0 7e 09 00 48 8b 3d 56 7a 09 00 49 8b 54 24 18 4c 89 e6 e8 c9 04 ff ff 49 89 c5 48 85 c0 0f 84 8d ~..H.=Vz..I.T$.L.......I..H.....
19100 02 00 00 8b 00 83 c0 01 74 04 41 89 45 00 4c 89 ee 4c 89 f7 e8 c7 01 ff ff 49 8b 16 41 89 c4 83 ........t.A.E.L..L.......I..A...
19120 f8 ff 0f 84 c8 01 00 00 85 d2 78 0d 48 83 ea 01 49 89 16 0f 84 07 02 00 00 49 8b 45 00 85 c0 78 ..........x.H...I........I.E...x
19140 0e 48 83 e8 01 49 89 45 00 0f 84 01 02 00 00 45 85 e4 0f 84 78 02 00 00 4c 8b 6b 18 66 48 0f 6e .H...I.E.......E....x...L.k.fH.n
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19180 74 24 20 31 c9 48 ba 02 00 00 00 00 00 00 80 0f 29 44 24 20 e8 47 05 ff ff 49 89 c4 49 8b 45 00 t$.1.H..........)D$..G...I..I.E.
191a0 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 ce 01 00 00 be fe 00 00 00 4d 85 e4 0f 84 5c 01 00 00 ..x.H...I.E............M....\...
191c0 49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 8a 01 00 00 48 8b 43 10 48 89 df ff 50 08 I..$..x.H...I..$......H.C.H...P.
191e0 48 89 c7 48 85 c0 0f 84 74 02 00 00 48 8b 00 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 70 01 00 00 H..H....t...H....x.H...H....p...
19200 48 8b 05 31 5d 09 00 8b 10 83 c2 01 74 02 89 10 48 8b 55 00 85 d2 0f 88 a7 00 00 00 48 83 ea 01 H..1].......t...H.U.........H...
19220 48 89 55 00 0f 85 99 00 00 00 48 89 ef 48 89 44 24 08 e8 c9 ff fe ff 48 8b 44 24 08 48 83 c4 30 H.U.......H..H.D$......H.D$.H..0
19240 5b 5d 41 5c 41 5d 41 5e c3 0f 1f 80 00 00 00 00 48 8d 0d 55 07 04 00 45 31 c0 4c 8d 0d 08 04 04 []A\A]A^........H..U...E1.L.....
19260 00 48 85 c0 79 6a 48 8b 15 83 5c 09 00 48 83 ec 08 48 8d 35 a0 eb 03 00 31 ed 48 8b 3a 50 48 8d .H..yjH...\..H...H.5....1.H.:PH.
19280 15 f7 08 04 00 31 c0 e8 64 05 ff ff 58 5a 48 85 ed 74 1d 48 8b 45 00 85 c0 78 15 48 83 e8 01 48 .....1..d...XZH..t.H.E...x.H...H
192a0 89 45 00 75 0b 48 89 ef e8 53 ff fe ff 0f 1f 00 be e8 00 00 00 48 8d 3d 3c ec 03 00 e8 ef ec ff .E.u.H...S...........H.=<.......
192c0 ff 31 c0 48 83 c4 30 5b 5d 41 5c 41 5d 41 5e c3 48 8d 0d cd 06 04 00 41 b8 01 00 00 00 4c 8d 0d .1.H..0[]A\A]A^.H......A.....L..
192e0 26 03 04 00 e9 7d ff ff ff 0f 1f 80 00 00 00 00 85 d2 78 0d 48 83 ea 01 49 89 16 0f 84 6f 01 00 &....}............x.H...I....o..
19300 00 49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 39 01 00 00 be fc 00 00 00 48 8d 3d d5 .I.E...x.H...I.E...9........H.=.
19320 eb 03 00 e8 88 ec ff ff 31 c0 e9 e1 fe ff ff 90 31 d2 e9 24 fd ff ff 66 0f 1f 84 00 00 00 00 00 ........1.......1..$...f........
19340 4c 89 f7 e8 b8 fe fe ff e9 ec fd ff ff 0f 1f 00 4c 89 ef e8 a8 fe fe ff e9 f2 fd ff ff 0f 1f 00 L...............L...............
19360 4c 89 e7 e8 98 fe fe ff e9 69 fe ff ff 0f 1f 00 e8 8b fe fe ff e9 86 fe ff ff 66 0f 1f 44 00 00 L........i................f..D..
19380 4c 89 ef e8 78 fe fe ff e9 25 fe ff ff 0f 1f 00 e8 3b 01 ff ff 4c 89 e7 e8 a3 e2 ff ff 49 89 c5 L...x....%.......;...L.......I..
193a0 48 85 c0 0f 85 65 fd ff ff 49 8b 06 85 c0 0f 88 63 ff ff ff 48 83 e8 01 49 89 06 0f 85 56 ff ff H....e...I......c...H...I....V..
193c0 ff 4c 89 f7 e8 37 fe fe ff e9 49 ff ff ff 66 90 4c 8b 25 81 8b 09 00 41 8b 04 24 83 c0 01 74 04 .L...7....I...f.L.%....A..$...t.
193e0 41 89 04 24 48 8b 05 2d 80 09 00 48 8d 74 24 28 4c 89 e7 48 c7 44 24 20 00 00 00 00 48 89 44 24 A..$H..-...H.t$(L..H.D$.....H.D$
19400 28 e8 da d8 ff ff 48 89 c3 49 8b 04 24 85 c0 78 12 48 83 e8 01 49 89 04 24 75 08 4c 89 e7 e8 dd (.....H..I..$..x.H...I..$u.L....
19420 fd fe ff 48 85 db 74 18 48 89 df e8 30 d2 ff ff 48 8b 03 85 c0 78 09 48 83 e8 01 48 89 03 74 3d ...H..t.H...0...H....x.H...H..t=
19440 be fd 00 00 00 e9 d2 fe ff ff 66 0f 1f 44 00 00 4c 89 ef e8 a8 fd fe ff e9 ba fe ff ff 0f 1f 00 ..........f..D..L...............
19460 be ff 00 00 00 e9 b2 fe ff ff 66 0f 1f 44 00 00 4c 89 f7 e8 88 fd fe ff e9 84 fe ff ff 48 89 df ..........f..D..L............H..
19480 e8 7b fd fe ff eb b9 66 0f 1f 84 00 00 00 00 00 41 55 48 89 d0 41 54 55 53 48 89 fb 48 89 cf 48 .{.....f........AUH..ATUSH..H..H
194a0 8d 0d fa 87 09 00 48 83 ec 38 48 89 4c 24 10 48 c7 44 24 18 00 00 00 00 48 85 ff 0f 84 3f 01 00 ......H..8H.L$.H.D$.....H....?..
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1b300 85 c0 0f 88 71 01 00 00 0f 84 5a 01 00 00 48 8b 43 08 f6 80 ab 00 00 00 04 0f 84 89 02 00 00 48 ....q.....Z...H.C..............H
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1b340 4c 8b 2d d9 67 09 00 48 8b 3d f2 57 09 00 49 8b 55 18 4c 89 ee e8 66 e2 fe ff 48 89 c3 48 85 c0 L.-.g..H.=.W..I.U.L...f...H..H..
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1b440 24 74 4d 48 8b 45 00 85 c0 78 0a 48 83 e8 01 48 89 45 00 74 4b 48 89 d8 5b 5d 41 5c 41 5d 41 5e $tMH.E...x.H...H.E.tKH..[]A\A]A^
1b460 c3 0f 1f 80 00 00 00 00 e8 23 e2 fe ff 48 89 c5 48 85 c0 0f 85 ba fe ff ff 31 db 48 89 d8 5b 5d .........#...H..H........1.H..[]
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221c0 00 e8 ea 5d ff ff 66 2e 0f 1f 84 00 00 00 00 00 45 31 f6 e9 48 fd ff ff 49 8b 45 00 85 c0 0f 88 ...]..f.........E1..H...I.E.....
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22240 4c 3b 3d b9 cc 08 00 0f 94 c2 08 c2 0f 85 c0 00 00 00 48 8b 0d df cc 08 00 49 39 cf 0f 84 b0 00 L;=...............H......I9.....
22260 00 00 4c 89 ff e8 d6 73 fe ff 49 8b 17 85 d2 78 0d 48 83 ea 01 49 89 17 0f 84 8c 07 00 00 85 c0 ..L....s..I....x.H...I..........
22280 0f 88 64 07 00 00 4d 8b 7d 00 45 85 ff 78 0e 49 83 ef 01 4d 89 7d 00 0f 84 76 06 00 00 85 c0 0f ..d...M.}.E..x.I...M.}...v......
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242e0 e7 e8 1a 4f fe ff e9 ca f0 ff ff 4c 89 f7 e8 0d 4f fe ff 49 8b 07 85 c0 0f 89 ea fb ff ff e9 e9 ...O.......L....O..I............
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243a0 96 0d 00 00 49 8b 06 85 c0 78 09 48 83 e8 01 49 89 06 74 38 45 31 f6 4c 8d 2d e2 41 03 00 48 8b ....I....x.H...I..t8E1.L.-.A..H.
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271a0 6d 00 8b 45 00 83 c0 01 74 03 89 45 00 48 8b 1d 84 7d 08 00 48 89 6c 24 70 8b 03 83 c0 01 74 02 m..E....t..E.H...}..H.l$p.....t.
271c0 89 03 48 89 5c 24 78 49 89 dc 8b 03 83 c0 01 74 02 89 03 48 89 9c 24 80 00 00 00 48 89 5c 24 10 ..H.\$xI.......t...H..$....H.\$.
271e0 8b 45 00 83 c0 01 74 03 89 45 00 41 8b 04 24 83 c0 01 74 04 41 89 04 24 4c 8b 3d 79 ac 08 00 48 .E....t..E.A..$...t.A..$L.=y...H
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272a0 85 6b 0f 00 00 41 8b 04 24 83 c0 01 74 04 41 89 04 24 4c 89 64 24 20 48 8b 05 0a 9c 08 00 66 48 .k...A..$...t.A..$L.d$.H......fH
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29de0 49 89 c6 e8 b8 a1 fe ff 4d 85 f6 0f 85 0b f6 ff ff e9 51 fe ff ff 48 8b 45 00 85 c0 0f 88 8e 0c I.......M.........Q...H.E.......
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2a120 ff ff 48 8b 45 00 85 c0 78 57 31 db 45 31 f6 41 bc 82 12 00 00 e9 e4 fa ff ff 4d 85 c0 74 14 49 ..H.E...xW1.E1.A..........M..t.I
2a140 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 de 01 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 ....x.H...I........I....x.H...I.
2a160 07 0f 84 bd 01 00 00 48 8b 45 00 85 c0 78 12 48 83 e8 01 48 89 45 00 75 08 48 89 ef e8 7f f0 fd .......H.E...x.H...H.E.u.H......
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2a1c0 fa ff ff 31 ed 41 bc 87 12 00 00 e9 77 fa ff ff 48 8b 45 00 85 c0 0f 89 53 ff ff ff 41 bc 82 12 ...1.A......w...H.E.....S...A...
2a1e0 00 00 e9 4e fa ff ff e8 74 f6 fd ff 48 89 c3 e9 1e f0 ff ff 4c 8b 25 35 7d 08 00 41 8b 04 24 83 ...N....t...H.......L.%5}..A..$.
2a200 c0 01 74 04 41 89 04 24 48 8b 05 91 7c 08 00 48 8d 74 24 68 4c 89 e7 48 c7 44 24 60 00 00 00 00 ..t.A..$H...|..H.t$hL..H.D$`....
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2a280 a8 fe ff ff e9 fa fe ff ff 49 8b 4e 18 66 49 0f 6e cd 4d 8b 46 10 8b 01 66 48 0f 6e c1 66 0f 6c .........I.N.fI.n.M.F...fH.n.f.l
2a2a0 c1 83 c0 01 74 02 89 01 41 8b 00 83 c0 01 74 03 41 89 00 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 ....t...A.....t.A..I....x.H...I.
2a2c0 06 0f 84 7d 05 00 00 4c 89 c7 48 8d 74 24 60 ba 03 00 00 00 48 89 4c 24 10 4c 89 44 24 08 48 89 ...}...L..H.t$`.....H.L$.L.D$.H.
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310c0 48 8b 03 85 c0 78 09 48 83 e8 01 48 89 03 74 78 48 8b bc 24 90 00 00 00 48 85 ff 74 10 48 8b 07 H....x.H...H..txH..$....H..t.H..
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32100 e8 fb 70 fd ff 66 0f 6f 44 24 30 48 8b 4c 24 20 e9 73 fe ff ff 4c 89 ff e8 e3 70 fd ff e9 39 f5 ..p..f.oD$0H.L$..s...L....p...9.
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33800 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 80 00 00 00 be e5 08 00 00 48 8d H..t.H....x.H...H.............H.
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33dc0 11 83 c2 01 74 03 41 89 11 4c 89 4c 24 50 48 8b 3d 63 b1 07 00 48 85 c0 0f 84 4d 03 00 00 49 8b ....t.A..L.L$PH.=c...H....M...I.
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33e20 d9 6a 02 ff 35 9f d6 07 00 ff 15 59 e1 07 00 48 89 c5 48 8b 03 48 83 c4 50 48 85 ed 0f 84 56 03 .j..5......Y...H..H..H..PH....V.
33e40 00 00 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 ee 02 00 00 48 8b 7c 24 50 48 85 ff 74 14 48 8b 07 ....x.H...H........H.|$PH..t.H..
33e60 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 04 03 00 00 48 8b 7c 24 58 48 85 ff 74 14 48 8b 07 85 c0 ..x.H...H........H.|$XH..t.H....
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33ea0 85 c0 0f 88 04 01 00 00 48 83 e8 01 48 89 07 0f 85 f7 00 00 00 e8 46 53 fd ff e9 ed 00 00 00 90 ........H...H.........FS........
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33f80 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 80 00 00 00 be d1 07 00 00 48 8d H..t.H....x.H...H.............H.
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33fc0 c3 0f 1f 80 00 00 00 00 31 c0 e9 d8 fd ff ff 90 48 83 fa 01 0f 8e 8d 00 00 00 48 8d 0d c3 59 02 ........1.......H.........H...Y.
33fe0 00 41 b8 03 00 00 00 48 8b 05 02 af 07 00 48 83 ec 08 4c 8d 0d 70 56 02 00 48 8b 38 52 48 8d 15 .A.....H......H...L..pV..H.8RH..
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34040 10 8b 01 83 c0 01 74 02 89 01 48 89 4c 24 60 49 8b 4c 24 08 8b 01 83 c0 01 74 02 89 01 48 89 4c ......t...H.L$`I.L$......t...H.L
34060 24 58 e9 51 fc ff ff 48 8d 0d 3e 59 02 00 41 b8 02 00 00 00 e9 6e ff ff ff 48 8b 44 24 48 49 8b $X.Q...H..>Y..A......n...H.D$HI.
34080 14 ec 48 8d 4c c4 50 8b 02 83 c0 01 74 02 89 02 48 83 c5 01 48 89 11 49 39 ea 0f 85 66 fc ff ff ..H.L.P.....t...H...H..I9...f...
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34e80 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 80 00 00 00 be c4 01 00 00 48 8d H..t.H....x.H...H.............H.
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34f80 14 ec 48 8d 4c c4 50 8b 02 83 c0 01 74 02 89 02 48 83 c5 01 48 89 11 49 39 ea 0f 85 66 fc ff ff ..H.L.P.....t...H...H..I9...f...
34fa0 4c 8b 6c 24 20 48 8b 54 24 28 48 8b 44 24 60 48 85 c0 0f 84 96 00 00 00 4c 8b 4c 24 50 48 83 fa L.l$.H.T$(H.D$`H........L.L$PH..
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35000 48 89 ca 48 8b 05 e6 9e 07 00 48 83 ec 08 4c 8d 0d 54 46 02 00 41 b8 02 00 00 00 48 8d 0d 8a 49 H..H......H...L..TF..A.....H...I
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36c00 db 0f 84 9e 08 00 00 49 8b 43 08 4c 89 1c 24 4c 89 df 48 8b 35 57 b0 07 00 48 8b 80 90 00 00 00 .......I.C.L..$L..H.5W...H......
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36f40 52 f6 ff ff e8 b7 22 fd ff e9 66 f6 ff ff 4c 89 d7 e8 aa 22 fd ff e9 a5 f4 ff ff 4c 89 ff 4c 89 R....."...f...L....".......L..L.
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372c0 e5 f8 ff ff e8 07 22 fd ff 4c 89 ff e8 6f 03 fe ff 49 89 c2 48 85 c0 0f 85 b2 ef ff ff 45 31 ff ......"..L...o...I..H........E1.
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37480 31 db e9 09 fb ff ff 48 89 0c 24 e8 40 20 fd ff 48 8b 3c 24 e8 a7 01 fe ff 49 89 c3 48 85 c0 0f 1......H..$.@...H.<$.....I..H...
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37580 e2 4c 89 fe 4c 8d 05 21 27 02 00 48 39 47 08 0f 85 83 04 00 00 e8 e6 d9 fd ff 83 f8 01 74 96 85 .L..L..!'..H9G...............t..
375a0 c0 0f 85 d9 f1 ff ff 48 8b 05 42 79 07 00 48 8b 4c 24 40 48 8d 15 f2 26 02 00 48 8d 35 37 fc 01 .......H..By..H.L$@H...&..H.57..
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377c0 ac 1a fd ff 48 8b 74 24 10 49 89 c7 48 8b 06 4d 85 ff 0f 84 0e 03 00 00 85 c0 78 0d 48 83 e8 01 ....H.t$.I..H..M..........x.H...
377e0 48 89 06 0f 84 0b 03 00 00 4c 3b 3d 58 77 07 00 0f 94 c0 4c 3b 3d 06 77 07 00 0f 94 c2 08 c2 0f H........L;=Xw.....L;=.w........
37800 85 0b 02 00 00 4d 39 ef 0f 84 02 02 00 00 4c 89 ff e8 2a 1e fd ff 85 c0 0f 88 66 02 00 00 49 8b .....M9.......L...*.......f...I.
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37840 8b 98 e8 00 00 00 41 8b 03 83 c0 01 74 03 41 89 03 48 83 ec 08 45 31 c0 b9 01 00 00 00 4c 89 e6 ......A.....t.A..H...E1......L..
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37880 48 85 c0 4c 8b 5c 24 10 49 89 c7 0f 85 7a f6 ff ff 41 bd 20 03 00 00 e9 b3 fe ff ff 0f 1f 40 00 H..L.\$.I....z...A............@.
378a0 4c 89 ff 4c 89 54 24 10 e8 53 19 fd ff 4c 8b 54 24 10 e9 b2 fa ff ff 4d 89 fb 41 bd 1d 03 00 00 L..L.T$..S...L.T$......M..A.....
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379c0 c0 b9 01 00 00 00 4c 89 e6 41 52 48 8b 44 24 18 48 89 ef 48 8b 54 24 10 4c 8d 48 20 4c 89 54 24 ......L..ARH.D$.H..H.T$.L.H.L.T$
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37a00 00 00 e9 b4 f5 ff ff 66 0f 1f 84 00 00 00 00 00 0f b6 c0 e9 06 fe ff ff e8 e3 bf fd ff 83 f8 01 .......f........................
37a20 0f 84 0f fb ff ff e9 74 fb ff ff 0f 1f 44 00 00 4d 89 fb 41 bd 1b 03 00 00 45 31 ff e9 e5 f5 ff .......t.....D..M..A.....E1.....
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37aa0 ff ff 4d 89 d3 45 31 ff 41 bd 1f 03 00 00 e9 73 f5 ff ff 45 31 ff 41 bd 1f 03 00 00 e9 cf f4 ff ..M..E1.A......s...E1.A.........
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37ae0 10 e9 cc fc ff ff 49 89 f2 41 bd 1f 03 00 00 e9 c7 f4 ff ff 48 89 f7 e8 04 17 fd ff e9 e8 fc ff ......I..A..........H...........
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37b20 fd ff 48 8b 14 24 e9 ff fb ff ff 48 8b 3d 5e 9e 07 00 e8 19 fd fd ff 48 85 c0 0f 84 01 07 00 00 ..H..$.....H.=^........H........
37b40 48 8b 35 a1 a2 07 00 48 89 c7 48 89 44 24 10 e8 4c c1 fd ff 4c 8b 54 24 10 48 85 c0 48 89 c6 0f H.5....H..H.D$..L...L.T$.H..H...
37b60 84 cb 06 00 00 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 85 06 00 00 ba 02 00 00 00 48 89 .....I....x.H...I.............H.
37b80 df 48 89 74 24 10 e8 e5 16 fd ff 48 8b 74 24 10 49 89 c7 48 8b 06 4d 85 ff 0f 84 76 06 00 00 85 .H.t$......H.t$.I..H..M....v....
37ba0 c0 78 0d 48 83 e8 01 48 89 06 0f 84 73 06 00 00 4c 3b 3d 91 73 07 00 0f 94 c0 4c 3b 3d 3f 73 07 .x.H...H....s...L;=.s.....L;=?s.
37bc0 00 0f 94 c2 08 c2 0f 85 83 06 00 00 4d 39 ef 0f 84 7a 06 00 00 4c 89 ff e8 63 1a fd ff 85 c0 0f ............M9...z...L...c......
37be0 88 87 06 00 00 49 8b 17 85 d2 78 0d 48 83 ea 01 49 89 17 0f 84 5e 06 00 00 85 c0 74 5f 48 8b 44 .....I....x.H...I....^.....t_H.D
37c00 24 08 4c 8b 98 e8 00 00 00 41 8b 03 83 c0 01 74 03 41 89 03 50 45 31 c0 b9 01 00 00 00 4c 89 e6 $.L......A.....t.A..PE1......L..
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37c40 c7 58 5a 4d 85 ff 4c 8b 5c 24 10 0f 85 ba f2 ff ff 41 bd 24 03 00 00 e9 f3 fa ff ff 48 8b 3d 2d .XZM..L.\$.......A.$........H.=-
37c60 9d 07 00 e8 e8 fb fd ff 48 85 c0 0f 84 4c 06 00 00 48 8b 35 68 a1 07 00 48 89 c7 48 89 44 24 10 ........H....L...H.5h...H..H.D$.
37c80 e8 1b c0 fd ff 4c 8b 54 24 10 49 89 c7 49 8b 02 4d 85 ff 0f 84 19 06 00 00 85 c0 78 0d 48 83 e8 .....L.T$.I..I..M..........x.H..
37ca0 01 49 89 02 0f 84 d3 05 00 00 ba 02 00 00 00 4c 89 fe 48 89 df e8 b6 15 fd ff 49 89 c2 48 85 c0 .I.............L..H.......I..H..
37cc0 0f 84 c4 05 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 c1 05 00 00 4c 3b 15 67 72 07 ......I....x.H...I........L;.gr.
37ce0 00 0f 94 c0 4c 3b 15 15 72 07 00 0f 94 c2 08 c2 0f 85 d5 05 00 00 4d 39 ea 0f 84 cc 05 00 00 4c ....L;..r.............M9.......L
37d00 89 d7 4c 89 54 24 10 e8 34 19 fd ff 4c 8b 54 24 10 85 c0 41 89 c7 0f 88 c5 05 00 00 49 8b 12 85 ..L.T$..4...L.T$...A........I...
37d20 d2 78 0d 48 83 ea 01 49 89 12 0f 84 a4 05 00 00 45 85 ff 74 60 48 8b 44 24 08 4c 8b 90 e8 00 00 .x.H...I........E..t`H.D$.L.....
37d40 00 41 8b 02 83 c0 01 74 03 41 89 02 56 45 31 c0 48 89 ef b9 01 00 00 00 41 52 48 8b 44 24 18 4c .A.....t.A..VE1.H.......ARH.D$.L
37d60 89 e6 48 8b 54 24 10 4c 8d 48 20 4c 89 54 24 20 ff 15 8a a2 07 00 5f 41 58 48 85 c0 4c 8b 54 24 ..H.T$.L.H.L.T$......._AXH..L.T$
37d80 10 49 89 c7 0f 85 5c e7 ff ff 41 bd 26 03 00 00 e9 26 f2 ff ff 48 8b 3d f4 9b 07 00 e8 af fa fd .I....\...A.&....&...H.=........
37da0 ff 48 85 c0 0f 84 88 05 00 00 48 8b 35 47 a0 07 00 48 89 c7 48 89 44 24 10 e8 e2 be fd ff 4c 8b .H........H.5G...H..H.D$......L.
37dc0 54 24 10 48 85 c0 48 89 c6 0f 84 52 05 00 00 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 0c T$.H..H....R...I....x.H...I.....
37de0 05 00 00 ba 02 00 00 00 48 89 df 48 89 74 24 10 e8 7b 14 fd ff 48 8b 74 24 10 49 89 c7 48 8b 06 ........H..H.t$..{...H.t$.I..H..
37e00 4d 85 ff 0f 84 fd 04 00 00 85 c0 78 0d 48 83 e8 01 48 89 06 0f 84 fa 04 00 00 4c 3b 3d 27 71 07 M..........x.H...H........L;='q.
37e20 00 0f 94 c0 4c 3b 3d d5 70 07 00 0f 94 c2 08 c2 0f 85 0a 05 00 00 4d 39 ef 0f 84 01 05 00 00 4c ....L;=.p.............M9.......L
37e40 89 ff e8 f9 17 fd ff 85 c0 0f 88 0e 05 00 00 49 8b 17 85 d2 78 0d 48 83 ea 01 49 89 17 0f 84 e5 ...............I....x.H...I.....
37e60 04 00 00 85 c0 74 61 48 8b 44 24 08 4c 8b 98 e8 00 00 00 41 8b 03 83 c0 01 74 03 41 89 03 41 52 .....taH.D$.L......A.....t.A..AR
37e80 45 31 c0 b9 01 00 00 00 4c 89 e6 41 53 48 8b 44 24 18 48 89 ef 48 8b 54 24 10 4c 8d 48 20 4c 89 E1......L..ASH.D$.H..H.T$.L.H.L.
37ea0 5c 24 20 ff 15 4f a1 07 00 41 5b 49 89 c7 58 4c 8b 5c 24 10 4d 85 ff 0f 85 4e f0 ff ff 41 bd 28 \$...O...A[I..XL.\$.M....N...A.(
37ec0 03 00 00 e9 87 f8 ff ff 48 8b 3d c1 9a 07 00 e8 7c f9 fd ff 48 85 c0 0f 84 ae 02 00 00 48 8b 35 ........H.=.....|...H........H.5
37ee0 0c 95 07 00 48 89 c7 48 89 44 24 10 e8 af bd fd ff 4c 8b 54 24 10 49 89 c7 49 8b 02 4d 85 ff 0f ....H..H.D$......L.T$.I..I..M...
37f00 84 7b 02 00 00 85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 58 04 00 00 ba 02 00 00 00 4c 89 fe 48 89 .{.....x.H...I....X........L..H.
37f20 df e8 4a 13 fd ff 49 89 c2 48 85 c0 0f 84 26 02 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 ..J...I..H....&...I....x.H...I..
37f40 0f 84 23 02 00 00 4c 3b 15 fb 6f 07 00 0f 94 c0 4c 3b 15 a9 6f 07 00 0f 94 c2 08 c2 0f 85 e0 01 ..#...L;..o.....L;..o...........
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38000 4c 8b 15 51 9f 07 00 41 8b 02 83 c0 01 74 03 41 89 02 48 8b 3d 67 92 07 00 4c 39 ef 0f 84 fa 00 L..Q...A.....t.A..H.=g...L9.....
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380e0 2c 03 00 00 4d 85 d2 0f 84 a3 ee ff ff 49 8b 02 85 c0 0f 88 98 ee ff ff 48 83 e8 01 49 89 02 0f ,...M........I..........H...I...
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38640 fd ff 48 81 c4 88 00 00 00 48 89 d8 5b 5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 84 00 00 00 00 00 ..H......H..[]A\A]A^A_.f........
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38d40 4c 89 4c 24 18 48 8d 4c 24 48 4c 89 f2 48 89 df 48 8b 05 49 62 07 00 48 39 43 08 48 c7 44 24 48 L.L$.H.L$HL..H..H..Ib..H9C.H.D$H
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42b20 fc c9 ff ff 4c 89 d7 e8 d4 66 fc ff e9 dd de ff ff 48 89 cf e8 c7 66 fc ff 4c 8b 4c 24 20 e9 56 ....L....f.......H....f..L.L$..V
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42c20 00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 70 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 ....H.D$(....H.D$p....H.D$0....H
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43ea0 00 00 00 00 c7 84 24 80 00 00 00 f3 03 00 00 e9 6c b6 ff ff 48 c7 44 24 38 00 00 00 00 45 31 db ......$.........l...H.D$8....E1.
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43f80 af 06 00 0f 84 b5 0f 00 00 4c 8b 3c 24 4c 89 4c 24 20 4c 89 ff e8 a6 56 fc ff 4c 8b 4c 24 20 41 .........L.<$L.L$.L....V..L.L$.A
43fa0 89 c6 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 a8 0f 00 00 45 85 f6 0f 89 17 cb ff ff 45 ..I....x.H...I........E........E
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440e0 e9 3b b4 ff ff 4c 8b 44 24 28 c7 84 24 80 00 00 00 f4 03 00 00 45 31 d2 45 31 ff 31 d2 48 c7 44 .;...L.D$(..$........E1.E1.1.H.D
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441a0 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 20 00 00 00 00 48 c7 ...H.D$H....H.D$.....H.D$.....H.
441c0 44 24 28 00 00 00 00 48 c7 44 24 70 00 00 00 00 48 c7 44 24 30 00 00 00 00 c7 84 24 80 00 00 00 D$(....H.D$p....H.D$0......$....
441e0 da 03 00 00 e9 37 b3 ff ff 4c 89 c7 e8 0f 50 fc ff 48 c7 84 24 d0 00 00 00 00 00 00 00 e9 2e a5 .....7...L....P..H..$...........
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44280 00 00 48 89 84 24 e8 00 00 00 e8 51 2a fd ff 49 89 c7 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 ..H..$.....Q*..I..I....x.H...I..
442a0 0f 84 41 19 00 00 48 c7 84 24 d0 00 00 00 00 00 00 00 4d 85 ff 0f 84 b1 24 00 00 4c 89 ff e8 9d ..A...H..$........M.....$..L....
442c0 23 fd ff 49 8b 07 85 c0 0f 88 e9 14 00 00 48 83 e8 01 49 89 07 0f 84 d4 14 00 00 c7 84 24 80 00 #..I..........H...I..........$..
442e0 00 00 fc 03 00 00 45 31 ff 45 31 db 31 d2 48 c7 44 24 38 00 00 00 00 45 31 c9 48 c7 44 24 40 00 ......E1.E1.1.H.D$8....E1.H.D$@.
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443a0 00 00 00 00 48 c7 44 24 78 00 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 ....H.D$x....H.D$H....H.D$.....H
443c0 c7 44 24 20 00 00 00 00 48 c7 44 24 28 00 00 00 00 c7 84 24 80 00 00 00 fe 03 00 00 e9 3f b1 ff .D$.....H.D$(......$.........?..
443e0 ff 48 c7 44 24 38 00 00 00 00 45 31 ff 45 31 db 31 d2 48 c7 44 24 40 00 00 00 00 45 31 c9 48 c7 .H.D$8....E1.E1.1.H.D$@....E1.H.
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44420 00 00 48 c7 44 24 78 00 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 ..H.D$x....H.D$H....H.D$.....H.D
44440 24 20 00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 70 00 00 00 00 48 c7 44 24 30 00 00 00 $.....H.D$(....H.D$p....H.D$0...
44460 00 48 c7 04 24 00 00 00 00 c7 84 24 80 00 00 00 c6 03 00 00 e9 a7 b0 ff ff 4c 8b 25 e0 da 06 00 .H..$......$.............L.%....
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444a0 c7 84 24 e0 00 00 00 00 00 00 00 48 89 84 24 e8 00 00 00 e8 28 28 fd ff 48 89 44 24 30 48 89 84 ..$........H..$.....((..H.D$0H..
444c0 24 d8 00 00 00 49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 48 17 00 00 48 83 7c 24 30 $....I..$..x.H...I..$..H...H.|$0
444e0 00 0f 84 6a 1b 00 00 4c 8b 74 24 30 4c 89 f7 e8 6c 21 fd ff 49 8b 06 85 c0 78 0d 48 83 e8 01 49 ...j...L.t$0L...l!..I....x.H...I
44500 89 06 0f 84 bc 1b 00 00 4d 89 fc 45 31 db 45 31 ff 31 d2 48 c7 84 24 d8 00 00 00 00 00 00 00 45 ........M..E1.E1.1.H..$........E
44520 31 c9 c7 84 24 80 00 00 00 db 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 40 00 00 00 00 48 1...$........H.D$8....H.D$@....H
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44560 00 00 00 48 c7 44 24 78 00 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 ...H.D$x....H.D$H....H.D$.....H.
44580 44 24 20 00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 70 00 00 00 00 48 c7 44 24 30 00 00 D$.....H.D$(....H.D$p....H.D$0..
445a0 00 00 e9 79 af ff ff 48 c7 44 24 38 00 00 00 00 45 31 ff 45 31 db 31 d2 48 c7 44 24 40 00 00 00 ...y...H.D$8....E1.E1.1.H.D$@...
445c0 00 48 c7 44 24 60 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 .H.D$`....H.D$X....H.D$P....H.D$
445e0 68 00 00 00 00 48 c7 44 24 78 00 00 00 00 48 c7 44 24 48 00 00 00 00 c7 84 24 80 00 00 00 f7 03 h....H.D$x....H.D$H......$......
44600 00 00 e9 19 af ff ff 45 31 c0 e9 db fa ff ff 4c 89 c7 4c 89 4c 24 30 e8 e4 4b fc ff 4c 8b 4c 24 .......E1......L..L.L$0..K..L.L$
44620 30 e9 f8 a7 ff ff 48 8b 34 24 45 0f b6 f6 48 8b 06 85 c0 0f 88 8a 9d ff ff 48 83 e8 01 48 89 06 0.....H.4$E...H..........H...H..
44640 0f 85 7d 9d ff ff 48 89 f7 4c 89 44 24 20 e8 ad 4b fc ff 4c 8b 44 24 20 e9 66 9d ff ff 4d 89 fc ..}...H..L.D$...K..L.D$..f...M..
44660 31 d2 45 31 c9 48 c7 44 24 38 00 00 00 00 48 c7 44 24 40 00 00 00 00 45 31 ff 48 c7 44 24 60 00 1.E1.H.D$8....H.D$@....E1.H.D$`.
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446a0 44 24 78 00 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 20 00 00 D$x....H.D$H....H.D$.....H.D$...
446c0 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 70 00 00 00 00 48 c7 44 24 30 00 00 00 00 c7 84 24 ..H.D$(....H.D$p....H.D$0......$
446e0 80 00 00 00 dd 03 00 00 e9 33 ae ff ff 48 8b 7c 24 30 4c 89 4c 24 48 4c 89 54 24 38 e8 ff 4a fc .........3...H.|$0L.L$HL.T$8..J.
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44740 00 48 c7 44 24 60 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 .H.D$`....H.D$X....H.D$P....H.D$
44760 68 00 00 00 00 48 c7 44 24 78 00 00 00 00 c7 84 24 80 00 00 00 f7 03 00 00 e9 a2 ad ff ff 4c 8b h....H.D$x......$.............L.
44780 35 db d7 06 00 48 c7 84 24 d0 00 00 00 00 00 00 00 41 8b 06 83 c0 01 74 03 41 89 06 48 8b 05 6d 5....H..$........A.....t.A..H..m
447a0 c7 06 00 4c 89 f7 48 8d b4 24 e8 00 00 00 48 c7 84 24 e0 00 00 00 00 00 00 00 48 89 84 24 e8 00 ...L..H..$....H..$........H..$..
447c0 00 00 e8 19 25 fd ff 49 89 c7 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 bd 1e 00 00 4d 85 ....%..I..I....x.H...I........M.
447e0 ff 0f 84 1f 1f 00 00 4c 89 ff e8 71 1e fd ff 49 8b 07 85 c0 0f 88 b6 1e 00 00 48 83 e8 01 49 89 .......L...q...I..........H...I.
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44880 44 0f 45 f0 e9 3a 9b ff ff 4c 8b 79 18 48 8b 51 10 41 8b 07 83 c0 01 74 03 41 89 07 8b 02 83 c0 D.E..:...L.y.H.Q.A.....t.A......
448a0 01 74 02 89 02 48 8b 44 24 48 48 8b 00 85 c0 78 12 48 8b 4c 24 48 48 83 e8 01 48 89 01 0f 84 10 .t...H.D$HH....x.H.L$HH...H.....
448c0 18 00 00 48 89 54 24 48 31 c0 ba 02 00 00 00 e9 c3 b8 ff ff 48 c7 44 24 40 00 00 00 00 4d 89 c2 ...H.T$H1...........H.D$@....M..
448e0 45 31 ff 31 d2 48 c7 44 24 60 00 00 00 00 45 31 db 45 31 c9 48 c7 44 24 58 00 00 00 00 48 c7 44 E1.1.H.D$`....E1.E1.H.D$X....H.D
44900 24 50 00 00 00 00 48 c7 44 24 68 00 00 00 00 48 c7 44 24 78 00 00 00 00 48 c7 44 24 48 00 00 00 $P....H.D$h....H.D$x....H.D$H...
44920 00 c7 84 24 80 00 00 00 f7 03 00 00 e9 6f 9d ff ff 48 c7 44 24 38 00 00 00 00 45 31 ff 45 31 db ...$.........o...H.D$8....E1.E1.
44940 31 d2 48 c7 44 24 40 00 00 00 00 45 31 c9 48 c7 44 24 60 00 00 00 00 48 c7 44 24 58 00 00 00 00 1.H.D$@....E1.H.D$`....H.D$X....
44960 48 c7 44 24 50 00 00 00 00 48 c7 44 24 68 00 00 00 00 48 c7 44 24 78 00 00 00 00 48 c7 44 24 48 H.D$P....H.D$h....H.D$x....H.D$H
44980 00 00 00 00 c7 84 24 80 00 00 00 f7 03 00 00 e9 8c ab ff ff 48 c7 44 24 38 00 00 00 00 45 31 d2 ......$.............H.D$8....E1.
449a0 45 31 ff 31 d2 48 c7 44 24 40 00 00 00 00 45 31 db 45 31 c9 48 c7 44 24 60 00 00 00 00 48 c7 44 E1.1.H.D$@....E1.E1.H.D$`....H.D
449c0 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 68 00 00 00 00 48 c7 44 24 78 00 00 00 $X....H.D$P....H.D$h....H.D$x...
449e0 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 20 00 00 00 00 48 c7 44 24 .H.D$H....H.D$.....H.D$.....H.D$
44a00 28 00 00 00 00 48 c7 44 24 70 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 04 24 00 00 00 00 c7 (....H.D$p....H.D$0....H..$.....
44a20 84 24 80 00 00 00 c5 03 00 00 e9 71 9c ff ff 4c 89 f7 48 89 14 24 e8 c5 47 fc ff 48 8b 14 24 e9 .$.........q...L..H..$..G..H..$.
44a40 6d e6 ff ff 4c 89 ff e8 b4 47 fc ff e9 c6 ba ff ff 48 8b 7c 24 38 4c 89 5c 24 40 e8 a0 47 fc ff m...L....G.......H.|$8L.\$@..G..
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44a80 c9 45 31 ff 48 c7 44 24 40 00 00 00 00 48 c7 44 24 60 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 .E1.H.D$@....H.D$`....H.D$X....H
44aa0 c7 44 24 50 00 00 00 00 48 c7 44 24 68 00 00 00 00 48 c7 44 24 78 00 00 00 00 48 c7 44 24 48 00 .D$P....H.D$h....H.D$x....H.D$H.
44ac0 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 20 00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 ...H.D$.....H.D$.....H.D$(....H.
44ae0 44 24 70 00 00 00 00 c7 84 24 80 00 00 00 dd 03 00 00 e9 a9 9b ff ff 48 89 cf e8 01 47 fc ff e9 D$p......$.............H....G...
44b00 68 b9 ff ff 48 c7 44 24 40 00 00 00 00 49 89 f9 e9 a8 aa ff ff 4c 89 d7 e8 e3 46 fc ff e9 2a a4 h...H.D$@....I.......L....F...*.
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44b80 48 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 20 00 00 00 00 48 c7 44 24 28 00 00 00 00 H....H.D$.....H.D$.....H.D$(....
44ba0 48 c7 44 24 70 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 04 24 00 00 00 00 e9 e1 9a ff ff 4d H.D$p....H.D$0....H..$.........M
44bc0 89 fc 31 d2 45 31 c9 48 c7 44 24 38 00 00 00 00 48 c7 44 24 40 00 00 00 00 45 31 ff 48 c7 44 24 ..1.E1.H.D$8....H.D$@....E1.H.D$
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44c00 48 c7 44 24 78 00 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 20 H.D$x....H.D$H....H.D$.....H.D$.
44c20 00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 70 00 00 00 00 48 c7 44 24 30 00 00 00 00 c7 ....H.D$(....H.D$p....H.D$0.....
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46000 00 00 00 85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 56 10 00 00 49 89 d2 31 c0 ba 02 00 00 00 e9 13 .....x.H...I....V...I..1........
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460c0 c3 85 ff ff 48 8b 7c 24 30 e8 32 31 fc ff e9 35 e4 ff ff 48 89 cf 48 89 54 24 38 e8 20 31 fc ff ....H.|$0.21...5...H..H.T$8..1..
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46120 68 4c 89 54 24 78 4c 89 54 24 48 4c 89 54 24 18 4c 89 54 24 20 4c 89 54 24 28 e9 e1 93 ff ff c7 hL.T$xL.T$HL.T$.L.T$.L.T$(......
46140 84 24 80 00 00 00 dd 03 00 00 4d 89 fc 45 31 ff e9 78 f8 ff ff c7 84 24 80 00 00 00 df 03 00 00 .$........M..E1..x.....$........
46160 4d 89 fc 45 31 ff e9 62 f8 ff ff 48 89 df e8 8d 30 fc ff e9 33 bd ff ff 31 c0 45 31 db 31 d2 45 M..E1..b...H....0...3...1.E1.1.E
46180 31 c9 c7 84 24 80 00 00 00 28 04 00 00 48 89 44 24 38 e9 89 93 ff ff 31 c0 4c 8b 64 24 18 45 31 1...$....(...H.D$8.....1.L.d$.E1
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461e0 00 06 04 00 00 e9 36 93 ff ff 31 c0 45 31 ff 48 89 44 24 38 31 c0 31 d2 45 31 c9 c7 84 24 80 00 ......6...1.E1.H.D$81.1.E1...$..
46200 00 00 d2 03 00 00 48 89 44 24 40 48 89 44 24 60 48 89 44 24 58 48 89 44 24 50 48 89 44 24 68 48 ......H.D$@H.D$`H.D$XH.D$PH.D$hH
46220 89 44 24 78 48 89 44 24 48 48 89 44 24 18 48 89 44 24 20 48 89 44 24 28 48 89 44 24 70 e9 ee 97 .D$xH.D$HH.D$.H.D$.H.D$(H.D$p...
46240 ff ff 31 d2 45 31 db 45 31 c9 48 89 54 24 38 31 d2 c7 84 24 80 00 00 00 d2 03 00 00 45 31 f6 4c ..1.E1.E1.H.T$81...$........E1.L
46260 89 74 24 40 4c 89 74 24 60 4c 89 74 24 58 4c 89 74 24 50 4c 89 74 24 68 4c 89 74 24 78 4c 89 74 .t$@L.t$`L.t$XL.t$PL.t$hL.t$xL.t
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462a0 4c 89 ff e8 58 2f fc ff 4c 8b 54 24 28 e9 61 ad ff ff 31 c0 45 31 db 48 89 44 24 38 e9 33 ff ff L...X/..L.T$(.a...1.E1.H.D$8.3..
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46300 89 54 24 38 48 89 4c 24 18 e8 f2 2e fc ff 48 8b 4c 24 18 48 8b 54 24 38 e9 a1 f9 ff ff 4c 89 c7 .T$8H.L$......H.L$.H.T$8.....L..
46320 48 89 54 24 20 e8 d6 2e fc ff 48 8b 54 24 20 e9 ce ed ff ff 31 c0 4c 8b 64 24 18 45 31 ff 31 d2 H.T$......H.T$......1.L.d$.E1.1.
46340 48 89 44 24 40 45 31 c9 48 89 44 24 60 48 89 44 24 58 48 89 44 24 50 48 89 44 24 68 48 89 44 24 H.D$@E1.H.D$`H.D$XH.D$PH.D$hH.D$
46360 78 48 89 44 24 48 48 89 44 24 20 48 89 44 24 28 31 c0 48 89 44 24 18 c7 84 24 80 00 00 00 06 04 xH.D$HH.D$.H.D$(1.H.D$...$......
46380 00 00 e9 99 91 ff ff 31 c9 31 c0 31 f6 4c 8b 64 24 18 48 89 44 24 38 45 31 ff 31 d2 45 31 c9 48 .......1.1.1.L.d$.H.D$8E1.1.E1.H
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46520 5c 24 38 45 31 db 4c 89 74 24 40 4c 89 74 24 60 4c 89 74 24 58 4c 89 74 24 50 4c 89 74 24 68 4c \$8E1.L.t$@L.t$`L.t$XL.t$PL.t$hL
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46560 24 30 c7 84 24 80 00 00 00 c9 03 00 00 e9 ae 8f ff ff 4c 8b 40 18 4c 8b 60 10 41 8b 00 4c 89 84 $0..$.............L.@.L.`.A..L..
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465a0 8b 00 85 c0 78 12 48 8b 74 24 38 48 83 e8 01 48 89 06 0f 84 fa 05 00 00 4c 89 64 24 38 31 f6 ba ....x.H.t$8H...H........L.d$81..
465c0 02 00 00 00 e9 f2 b3 ff ff 45 31 d2 45 31 f6 4c 8b 64 24 18 31 d2 4c 89 54 24 40 45 31 c9 4c 89 .........E1.E1.L.d$.1.L.T$@E1.L.
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46600 20 4c 89 54 24 28 4c 89 74 24 18 c7 84 24 80 00 00 00 06 04 00 00 e9 05 8f ff ff 31 c9 31 c0 45 .L.T$(L.t$...$.............1.1.E
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46660 00 00 00 05 04 00 00 e9 b4 8e ff ff 48 8b 3c 24 e8 8b 2b fc ff 4c 8b 44 24 20 e9 d8 c2 ff ff 4c ............H.<$..+..L.D$......L
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46860 4c 89 74 24 18 48 8b 9c 24 a0 00 00 00 48 89 4c 24 68 c7 84 24 80 00 00 00 09 04 00 00 e9 9e 8c L.t$.H..$....H.L$h..$...........
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46960 58 48 89 44 24 50 48 89 44 24 68 48 89 44 24 78 48 89 44 24 48 48 89 44 24 18 48 89 44 24 20 48 XH.D$PH.D$hH.D$xH.D$HH.D$.H.D$.H
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473a0 00 00 0f 04 00 00 48 89 44 24 20 e9 d7 72 ff ff 48 89 6c 24 38 4c 8b ac 24 90 00 00 00 4d 89 e3 ......H.D$...r..H.l$8L..$....M..
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473e0 01 49 89 03 0f 84 a4 00 00 00 e8 71 0a fd ff 85 c0 75 65 48 8d 0d 6f 22 01 00 49 83 fc 01 75 07 .I.........q.....ueH..o"..I...u.
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474e0 4c 8b 64 24 18 4d 89 ea 48 89 44 24 40 45 31 ff 31 d2 45 31 c9 4c 89 74 24 50 48 8b ac 24 98 00 L.d$.M..H.D$@E1.1.E1.L.t$PH..$..
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475c0 4c 89 44 24 18 4c 89 44 24 20 e9 61 84 ff ff 48 8b 05 0a 79 06 00 ba 02 00 00 00 4c 89 54 24 20 L.D$.L.D$..a...H...y.......L.T$.
475e0 48 8d 35 e1 fd 00 00 48 8b 38 31 c0 e8 ff 21 fc ff 4c 8b 54 24 20 eb 99 31 c0 48 8b ac 24 98 00 H.5....H.81...!..L.T$...1.H..$..
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476c0 3c 1b fc ff e9 42 ab ff ff 48 89 e8 4c 89 64 24 60 45 31 c0 45 31 e4 4c 89 74 24 50 45 31 d2 45 <....B...H..L.d$`E1.E1.L.t$PE1.E
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47820 48 8b ac 24 98 00 00 00 45 31 d2 48 89 44 24 58 31 c0 4c 8b 64 24 18 45 31 c0 48 89 44 24 38 31 H..$....E1.H.D$X1.L.d$.E1.H.D$81
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47860 00 00 00 48 89 44 24 20 48 8b 8c 24 c8 00 00 00 c7 84 24 80 00 00 00 12 04 00 00 e9 07 6e ff ff ...H.D$.H..$......$..........n..
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478c0 ac 24 90 00 00 00 45 31 c9 48 89 44 24 58 48 8b 9c 24 a0 00 00 00 48 89 7c 24 38 48 8b 8c 24 c8 .$....E1.H.D$XH..$....H.|$8H..$.
478e0 00 00 00 4c 89 74 24 18 c7 84 24 80 00 00 00 12 04 00 00 e9 8f 6d ff ff 48 8b 50 18 48 8b 05 ed ...L.t$...$..........m..H.P.H...
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479c0 7c 24 20 48 8b 8c 24 c8 00 00 00 4c 89 74 24 18 c7 84 24 80 00 00 00 13 04 00 00 e9 a7 6c ff ff |$.H..$....L.t$...$..........l..
479e0 4c 89 ff e8 18 18 fc ff e9 6b a9 ff ff 48 89 44 24 20 48 89 e8 45 31 f6 45 31 d2 48 89 44 24 58 L........k...H.D$.H..E1.E1.H.D$X
47a00 31 c0 45 31 c0 48 8b ac 24 98 00 00 00 48 89 44 24 38 31 c0 45 31 db 31 d2 4c 89 64 24 60 45 31 1.E1.H..$....H.D$81.E1.1.L.d$`E1
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539a0 ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00 41 57 41 56 41 55 41 54 55 53 4c 89 cb 48 83 ec .ff...........@.AWAVAUATUSL..H..
539c0 18 66 85 d2 0f 85 d6 00 00 00 48 85 c9 0f 8e bd 00 00 00 48 8d 41 ff 48 83 f8 06 0f 86 a7 02 00 .f........H........H.A.H........
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53e40 41 38 d6 73 4b c1 e8 08 44 89 e2 b9 02 00 00 00 21 c2 41 38 d6 73 19 c1 e8 08 44 89 e2 83 e9 01 A8.sK...D.......!.A8.s....D.....
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53ea0 48 39 eb 75 8b eb d9 66 0f 1f 84 00 00 00 00 00 c1 ee 08 83 ef 01 e9 bb fe ff ff 0f 1f 44 00 00 H9.u...f.....................D..
53ec0 48 85 c9 0f 8e 2f fe ff ff 4c 89 cb 4c 01 cd 31 c0 31 d2 85 c0 75 3a 49 8b 3f 41 ff 57 10 0f b6 H..../...L..L..1.1...u:I.?A.W...
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53f00 c1 ea 08 48 39 dd 0f 84 ec fd ff ff b8 02 00 00 00 0f b6 74 24 07 c1 ea 08 48 83 c3 01 83 e8 01 ...H9..............t$....H......
53f20 8d 0c 16 88 4b ff 48 39 eb 75 a8 e9 c8 fd ff ff 48 85 c9 7e 7b 84 d2 74 67 41 54 31 d2 49 89 fc ....K.H9.u......H..~{..tgAT1.I..
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53fa0 40 0f b6 f6 48 89 ca 4c 89 cf e9 c1 53 fb ff 90 c3 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00 @...H..L....S....ff...........@.
53fc0 41 57 49 89 f7 41 56 41 55 41 54 55 48 89 d5 53 48 83 ec 28 48 89 7c 24 08 4c 89 44 24 18 49 83 AWI..AVAUATUH..SH..(H.|$.L.D$.I.
53fe0 f8 01 0f 8e 57 01 00 00 f2 0f 10 0d e8 d6 04 00 49 89 cd 4d 89 ce 31 db 4d 8d 60 ff eb 59 66 90 ....W...........I..M..1.M.`..Yf.
54000 f2 0f 59 d0 48 8b 7c 24 08 4c 89 f2 4c 89 fe f2 0f 10 2d 79 d8 04 00 f2 0f 11 4c 24 10 66 0f 2f ..Y.H.|$.L..L.....-y......L$.f./
54020 ea 0f 82 f9 00 00 00 e8 84 db ff ff f2 0f 10 4c 24 10 49 29 c7 48 89 44 dd 00 4d 85 ff 0f 8e b4 ...............L$.I).H.D..M.....
54040 00 00 00 f2 41 0f 5c 4c dd 00 48 83 c3 01 49 39 dc 0f 84 ed 00 00 00 f2 41 0f 10 44 dd 00 4d 85 ....A.\L..H...I9........A..D..M.
54060 ff 0f 94 c2 f2 0f 5e c1 0f 84 a2 00 00 00 66 0f ef d2 66 0f 2e c2 0f 9b c0 0f 45 c2 84 c0 0f 85 ......^.......f...f.......E.....
54080 8c 00 00 00 f2 0f 10 25 d4 d6 04 00 66 0f ef d2 f2 49 0f 2a d7 66 0f 2f e0 0f 83 61 ff ff ff f2 .......%....f....I.*.f./...a....
540a0 0f 10 1d 31 d6 04 00 48 8b 7c 24 08 4c 89 f2 4c 89 fe f2 0f 10 35 d6 d7 04 00 f2 0f 11 4c 24 10 ...1...H.|$.L..L.....5.......L$.
540c0 f2 0f 5c d8 f2 0f 59 d3 66 0f 28 c3 66 0f 2f f2 72 66 e8 d9 da ff ff 48 89 c2 4c 89 f8 f2 0f 10 ..\...Y.f.(.f./.rf.....H..L.....
540e0 4c 24 10 48 29 d0 49 89 d7 48 89 44 dd 00 4d 85 ff 0f 8f 4c ff ff ff 48 83 c4 28 5b 5d 41 5c 41 L$.H).I..H.D..M....L...H..([]A\A
54100 5d 41 5e 41 5f c3 66 2e 0f 1f 84 00 00 00 00 00 31 c0 e9 1e ff ff ff 66 0f 1f 84 00 00 00 00 00 ]A^A_.f.........1......f........
54120 e8 ab cf ff ff f2 0f 10 4c 24 10 49 29 c7 e9 02 ff ff ff 0f 1f 44 00 00 e8 93 cf ff ff eb 98 48 ........L$.I)........D.........H
54140 85 f6 7e b3 48 8b 44 24 18 4c 89 7c c5 f8 48 83 c4 28 5b 5d 41 5c 41 5d 41 5e 41 5f c3 66 2e 0f ..~.H.D$.L.|..H..([]A\A]A^A_.f..
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57000 20 77 68 69 6c 65 20 63 61 6c 6c 69 6e 67 20 61 20 50 79 74 68 6f 6e 20 6f 62 6a 65 63 74 00 00 .while.calling.a.Python.object..
57020 00 00 00 00 00 00 00 00 4e 55 4c 4c 20 72 65 73 75 6c 74 20 77 69 74 68 6f 75 74 20 65 72 72 6f ........NULL.result.without.erro
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58620 5f 5f 69 6e 69 74 5f 5f 00 00 00 00 00 00 00 00 68 61 73 61 74 74 72 28 29 3a 20 61 74 74 72 69 __init__........hasattr():.attri
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58660 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
58680 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 00 63 61 6e 6e 6f 74 20 66 69 74 20 27 25 2e 32 30 random_integers.cannot.fit.'%.20
586a0 30 73 27 20 69 6e 74 6f 20 61 6e 20 69 6e 64 65 78 2d 73 69 7a 65 64 20 69 6e 74 65 67 65 72 00 0s'.into.an.index-sized.integer.
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586e0 61 62 6c 65 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 able....numpy.random.mtrand.Rand
58700 6f 6d 53 74 61 74 65 2e 70 65 72 6d 75 74 61 74 69 6f 6e 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 omState.permutation.....numpy.ra
58720 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 75 6e 69 66 6f 72 6d 00 ndom.mtrand.RandomState.uniform.
58740 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
58760 5f 5f 73 65 74 73 74 61 74 65 5f 5f 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 __setstate__....numpy.random.mtr
58780 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 65 74 5f 73 74 61 74 65 00 00 00 00 00 00 00 and.RandomState.set_state.......
587a0 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
587c0 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 random_sample...numpy.random.mtr
587e0 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 74 72 69 61 6e 67 75 6c 61 72 00 00 00 00 00 00 and.RandomState.triangular......
58800 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
58820 64 69 72 69 63 68 6c 65 74 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 dirichlet.......numpy.random.mtr
58840 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00 and.RandomState.standard_normal.
58860 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
58880 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 6e 75 6d 70 79 2e 72 61 standard_exponential....numpy.ra
588a0 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 61 6c 64 00 00 00 00 ndom.mtrand.RandomState.wald....
588c0 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
588e0 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 vonmises........numpy.random.mtr
58900 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 and.RandomState.noncentral_chisq
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58940 6f 6d 53 74 61 74 65 2e 66 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 omState.f.......numpy.random.mtr
58960 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 65 74 61 00 00 00 00 6e 75 6d 70 79 2e 72 61 and.RandomState.beta....numpy.ra
58980 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 ndom.mtrand.RandomState.standard
589a0 5f 63 61 75 63 68 79 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 _cauchy.numpy.random.mtrand.Rand
589c0 6f 6d 53 74 61 74 65 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 00 00 00 00 6e 75 6d 70 79 2e 72 61 omState.noncentral_f....numpy.ra
589e0 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 69 6e 74 00 ndom.mtrand.RandomState.randint.
58a00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
58a20 70 6f 77 65 72 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 power...numpy.random.mtrand.Rand
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58a60 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 61 72 65 74 6f 00 00 6e 75 6d 70 79 2e 72 61 and.RandomState.pareto..numpy.ra
58a80 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 ndom.mtrand.RandomState.standard
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58ae0 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 ndom.mtrand.RandomState.standard
58b00 5f 67 61 6d 6d 61 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 _gamma..numpy.random.mtrand.Rand
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58b40 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 63 68 6f 69 63 65 00 00 6e 65 65 64 20 6d 6f 72 and.RandomState.choice..need.mor
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58b80 27 25 2e 32 30 30 73 27 20 6f 62 6a 65 63 74 20 64 6f 65 73 20 6e 6f 74 20 73 75 70 70 6f 72 74 '%.200s'.object.does.not.support
58ba0 20 73 6c 69 63 65 20 25 2e 31 30 73 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 .slice.%.10s....numpy.random.mtr
58bc0 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 00 00 00 00 00 and.RandomState.multinomial.....
58be0 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
58c00 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 multivariate_normal.....numpy.ra
58c20 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 79 6c 65 69 67 68 ndom.mtrand.RandomState.rayleigh
58c40 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 ........numpy.random.mtrand.Rand
58c60 6f 6d 53 74 61 74 65 2e 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 00 5f 63 79 74 68 6f 6e 5f omState.exponential....._cython_
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58d20 4d 65 72 73 65 6e 6e 65 20 54 77 69 73 74 65 72 20 70 73 65 75 64 6f 2d 72 61 6e 64 6f 6d 20 6e Mersenne.Twister.pseudo-random.n
58d40 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2e 0a 20 20 20 20 43 6f 6e 73 69 64 65 72 20 75 73 umber.generator......Consider.us
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58e20 72 6f 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2e 20 49 6e 0a 20 20 20 robability.distributions..In....
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58e60 65 63 69 66 69 63 20 61 72 67 75 6d 65 6e 74 73 2c 20 65 61 63 68 20 6d 65 74 68 6f 64 20 74 61 ecific.arguments,.each.method.ta
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58ee0 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 67 65 6e 65 72 61 74 65 64 20 61 6e 64 20 72 65 74 ingle.value.is.generated.and.ret
58f00 75 72 6e 65 64 2e 20 49 66 20 60 73 69 7a 65 60 20 69 73 20 61 6e 20 69 6e 74 65 67 65 72 2c 0a urned..If.`size`.is.an.integer,.
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59080 72 6f 75 6e 64 6f 66 66 20 65 72 72 6f 72 20 65 78 63 65 70 74 20 77 68 65 6e 20 74 68 65 20 76 roundoff.error.except.when.the.v
590a0 61 6c 75 65 73 20 77 65 72 65 20 69 6e 63 6f 72 72 65 63 74 2e 0a 20 20 20 20 60 52 61 6e 64 6f alues.were.incorrect......`Rando
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59160 61 6c 67 6f 72 69 74 68 6d 69 63 20 69 6d 70 72 6f 76 65 6d 65 6e 74 73 2c 20 61 72 65 20 72 65 algorithmic.improvements,.are.re
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59200 6e 64 6f 6d 20 73 65 65 64 20 75 73 65 64 20 74 6f 20 69 6e 69 74 69 61 6c 69 7a 65 20 74 68 65 ndom.seed.used.to.initialize.the
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59240 6f 72 0a 20 20 20 20 20 20 20 20 61 6e 20 69 6e 73 74 61 6e 74 69 7a 65 64 20 42 69 74 47 65 6e or.........an.instantized.BitGen
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592a0 4d 54 31 39 39 33 37 20 42 69 74 47 65 6e 65 72 61 74 6f 72 2e 20 56 61 6c 75 65 73 20 63 61 6e MT19937.BitGenerator..Values.can
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59380 42 69 74 47 65 6e 65 72 61 74 6f 72 20 69 73 20 69 6e 69 74 69 61 6c 69 7a 65 64 20 62 79 20 72 BitGenerator.is.initialized.by.r
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59420 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 54 68 65 20 50 79 74 68 6f 6e 20 73 Notes.....-----.....The.Python.s
59440 74 64 6c 69 62 20 6d 6f 64 75 6c 65 20 22 72 61 6e 64 6f 6d 22 20 61 6c 73 6f 20 63 6f 6e 74 61 tdlib.module."random".also.conta
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594a0 20 6e 75 6d 62 65 72 20 6f 66 20 6d 65 74 68 6f 64 73 20 74 68 61 74 20 61 72 65 20 73 69 6d 69 .number.of.methods.that.are.simi
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594e0 20 60 52 61 6e 64 6f 6d 53 74 61 74 65 60 2e 20 60 52 61 6e 64 6f 6d 53 74 61 74 65 60 2c 20 62 .`RandomState`..`RandomState`,.b
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59580 20 66 72 6f 6d 2e 0a 0a 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d .from.......See.Also.....-------
595a0 2d 0a 20 20 20 20 47 65 6e 65 72 61 74 6f 72 0a 20 20 20 20 4d 54 31 39 39 33 37 0a 20 20 20 20 -.....Generator.....MT19937.....
595c0 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 42 69 74 47 65 6e 65 72 61 74 6f 72 0a 0a 20 20 20 20 00 numpy.random.BitGenerator.......
595e0 74 61 6b 65 73 20 6e 6f 20 61 72 67 75 6d 65 6e 74 73 00 25 2e 32 30 30 73 28 29 20 25 73 20 28 takes.no.arguments.%.200s().%s.(
59600 25 7a 64 20 67 69 76 65 6e 29 00 74 61 6b 65 73 20 65 78 61 63 74 6c 79 20 6f 6e 65 20 61 72 67 %zd.given).takes.exactly.one.arg
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596a0 00 5f 5f 70 79 78 5f 63 61 70 69 5f 5f 00 5f 5f 6c 6f 61 64 65 72 5f 5f 00 6c 6f 61 64 65 72 00 .__pyx_capi__.__loader__.loader.
596c0 5f 5f 66 69 6c 65 5f 5f 00 6f 72 69 67 69 6e 00 5f 5f 70 61 63 6b 61 67 65 5f 5f 00 70 61 72 65 __file__.origin.__package__.pare
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59740 75 69 6e 74 31 36 00 5f 72 61 6e 64 5f 75 69 6e 74 38 00 5f 72 61 6e 64 5f 62 6f 6f 6c 00 5f 72 uint16._rand_uint8._rand_bool._r
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5a9c0 20 61 72 72 61 79 2c 20 6d 61 6b 65 20 61 20 63 6f 70 79 20 61 6e 64 20 73 68 75 66 66 6c 65 20 .array,.make.a.copy.and.shuffle.
5a9e0 74 68 65 20 65 6c 65 6d 65 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 6c the.elements.............randoml
5aa00 79 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d y...........Returns.........----
5aa20 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 ---.........out.:.ndarray.......
5aa40 20 20 20 20 20 20 50 65 72 6d 75 74 65 64 20 73 65 71 75 65 6e 63 65 20 6f 72 20 61 72 72 61 79 ......Permuted.sequence.or.array
5aa60 20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 .range...........See.Also.......
5aa80 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 ..--------.........random.Genera
5aaa0 74 6f 72 2e 70 65 72 6d 75 74 61 74 69 6f 6e 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 tor.permutation:.which.should.be
5aac0 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 .used.for.new.code...........Exa
5aae0 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e mples.........--------.........>
5ab00 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 31 30 29 0a 20 20 20 >>.np.random.permutation(10)....
5ab20 20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20 37 2c 20 34 2c 20 33 2c 20 30 2c 20 39 2c 20 32 2c .....array([1,.7,.4,.3,.0,.9,.2,
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5ab60 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 5b 31 2c 20 34 2c 20 39 2c .np.random.permutation([1,.4,.9,
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5aba0 20 20 39 2c 20 20 34 2c 20 31 32 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 ..9,..4,.12]).#.random..........
5abc0 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28 >>>.arr.=.np.arange(9).reshape((
5abe0 33 2c 20 33 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72 3,.3)).........>>>.np.random.per
5ac00 6d 75 74 61 74 69 6f 6e 28 61 72 72 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 36 2c mutation(arr).........array([[6,
5ac20 20 37 2c 20 38 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .7,.8],.#.random................
5ac40 5b 30 2c 20 31 2c 20 32 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 34 2c [0,.1,.2],................[3,.4,
5ac60 20 35 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .5]])...........................
5ac80 0a 20 20 20 20 20 20 20 20 73 68 75 66 66 6c 65 28 78 29 0a 0a 20 20 20 20 20 20 20 20 4d 6f 64 .........shuffle(x)..........Mod
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5ad20 20 20 20 20 6d 75 6c 74 69 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 72 72 61 79 2e 20 54 68 65 ....multi-dimensional.array..The
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5ad60 62 75 74 0a 20 20 20 20 20 20 20 20 74 68 65 69 72 20 63 6f 6e 74 65 6e 74 73 20 72 65 6d 61 69 but.........their.contents.remai
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5ada0 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 ............New.code.should.use.
5adc0 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 the.`~numpy.random.Generator.shu
5ade0 66 66 6c 65 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e ffle`.............method.of.a.`~
5ae00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 numpy.random.Generator`.instance
5ae20 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 .instead;.............please.see
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5ae60 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d .........Parameters.........----
5ae80 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 4d 75 ------.........x.:.ndarray.or.Mu
5aea0 74 61 62 6c 65 53 65 71 75 65 6e 63 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 61 72 tableSequence.............The.ar
5aec0 72 61 79 2c 20 6c 69 73 74 20 6f 72 20 6d 75 74 61 62 6c 65 20 73 65 71 75 65 6e 63 65 20 74 6f ray,.list.or.mutable.sequence.to
5aee0 20 62 65 20 73 68 75 66 66 6c 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 .be.shuffled...........Returns..
5af00 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 4e 6f 6e 65 0a 0a 20 20 20 .......-------.........None.....
5af20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 .....See.Also.........--------..
5af40 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c 65 3a .......random.Generator.shuffle:
5af60 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f .which.should.be.used.for.new.co
5af80 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d de...........Examples.........--
5afa0 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e ------.........>>>.arr.=.np.aran
5afc0 67 65 28 31 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 68 75 ge(10).........>>>.np.random.shu
5afe0 66 66 6c 65 28 61 72 72 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20 ffle(arr).........>>>.arr.......
5b000 20 20 5b 31 20 37 20 35 20 32 20 39 20 34 20 33 20 36 20 30 20 38 5d 20 23 20 72 61 6e 64 6f 6d ..[1.7.5.2.9.4.3.6.0.8].#.random
5b020 0a 0a 20 20 20 20 20 20 20 20 4d 75 6c 74 69 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 72 72 61 ..........Multi-dimensional.arra
5b040 79 73 20 61 72 65 20 6f 6e 6c 79 20 73 68 75 66 66 6c 65 64 20 61 6c 6f 6e 67 20 74 68 65 20 66 ys.are.only.shuffled.along.the.f
5b060 69 72 73 74 20 61 78 69 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 irst.axis:..........>>>.arr.=.np
5b080 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 20 .arange(9).reshape((3,.3))......
5b0a0 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 68 75 66 66 6c 65 28 61 72 72 29 0a 20 20 ...>>>.np.random.shuffle(arr)...
5b0c0 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 33 2c ......>>>.arr.........array([[3,
5b0e0 20 34 2c 20 35 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .4,.5],.#.random................
5b100 5b 36 2c 20 37 2c 20 38 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 31 2c [6,.7,.8],................[0,.1,
5b120 20 32 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .2]])...........................
5b140 0a 20 20 20 20 20 20 20 20 64 69 72 69 63 68 6c 65 74 28 61 6c 70 68 61 2c 20 73 69 7a 65 3d 4e .........dirichlet(alpha,.size=N
5b160 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 one)..........Draw.samples.from.
5b180 74 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 the.Dirichlet.distribution......
5b1a0 20 20 20 20 20 44 72 61 77 20 60 73 69 7a 65 60 20 73 61 6d 70 6c 65 73 20 6f 66 20 64 69 6d 65 .....Draw.`size`.samples.of.dime
5b1c0 6e 73 69 6f 6e 20 6b 20 66 72 6f 6d 20 61 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 nsion.k.from.a.Dirichlet.distrib
5b1e0 75 74 69 6f 6e 2e 20 41 0a 20 20 20 20 20 20 20 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72 ution..A.........Dirichlet-distr
5b200 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c 65 20 63 61 6e 20 62 65 20 73 65 ibuted.random.variable.can.be.se
5b220 65 6e 20 61 73 20 61 20 6d 75 6c 74 69 76 61 72 69 61 74 65 0a 20 20 20 20 20 20 20 20 67 65 6e en.as.a.multivariate.........gen
5b240 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 61 20 42 65 74 61 20 64 69 73 74 72 69 62 75 74 69 eralization.of.a.Beta.distributi
5b260 6f 6e 2e 20 54 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 on..The.Dirichlet.distribution..
5b280 20 20 20 20 20 20 20 69 73 20 61 20 63 6f 6e 6a 75 67 61 74 65 20 70 72 69 6f 72 20 6f 66 20 61 .......is.a.conjugate.prior.of.a
5b2a0 20 6d 75 6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 6e 20 42 61 79 .multinomial.distribution.in.Bay
5b2c0 65 73 69 61 6e 0a 20 20 20 20 20 20 20 20 69 6e 66 65 72 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20 esian.........inference.........
5b2e0 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 .....note::.............New.code
5b300 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 .should.use.the.`~numpy.random.G
5b320 65 6e 65 72 61 74 6f 72 2e 64 69 72 69 63 68 6c 65 74 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 enerator.dirichlet`.............
5b340 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 method.of.a.`~numpy.random.Gener
5b360 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 ator`.instance.instead;.........
5b380 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d ....please.see.the.:ref:`random-
5b3a0 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 quick-start`...........Parameter
5b3c0 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 6c 70 s.........----------.........alp
5b3e0 68 61 20 3a 20 73 65 71 75 65 6e 63 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6c 65 6e 67 74 68 20 ha.:.sequence.of.floats,.length.
5b400 6b 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 k.............Parameter.of.the.d
5b420 69 73 74 72 69 62 75 74 69 6f 6e 20 28 6c 65 6e 67 74 68 20 60 60 6b 60 60 20 66 6f 72 20 73 61 istribution.(length.``k``.for.sa
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5b560 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 ..Returns.........-------.......
5b580 20 20 73 61 6d 70 6c 65 73 20 3a 20 6e 64 61 72 72 61 79 2c 0a 20 20 20 20 20 20 20 20 20 20 20 ..samples.:.ndarray,............
5b5a0 20 54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2c 20 6f 66 20 73 68 61 70 65 20 60 60 28 .The.drawn.samples,.of.shape.``(
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5b5e0 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 ....------.........ValueError...
5b600 20 20 20 20 20 20 20 20 20 20 49 66 20 61 6e 79 20 76 61 6c 75 65 20 69 6e 20 60 60 61 6c 70 68 ..........If.any.value.in.``alph
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5b6a0 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 r.new.code...........Notes......
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5b7a0 60 70 60 20 6f 66 20 61 0a 20 20 20 20 20 20 20 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72 `p`.of.a.........Dirichlet-distr
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5b860 76 65 63 74 6f 72 20 63 6f 6e 74 61 69 6e 69 6e 67 20 74 68 65 20 70 6f 73 69 74 69 76 65 0a 20 vector.containing.the.positive..
5b880 20 20 20 20 20 20 20 63 6f 6e 63 65 6e 74 72 61 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 72 73 2e .......concentration.parameters.
5b8a0 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 74 68 6f 64 20 75 73 65 73 20 74 68 65 20 66 6f ..........The.method.uses.the.fo
5b8c0 6c 6c 6f 77 69 6e 67 20 70 72 6f 70 65 72 74 79 20 66 6f 72 20 63 6f 6d 70 75 74 61 74 69 6f 6e llowing.property.for.computation
5b8e0 3a 20 6c 65 74 20 3a 6d 61 74 68 3a 60 59 60 0a 20 20 20 20 20 20 20 20 62 65 20 61 20 72 61 6e :.let.:math:`Y`.........be.a.ran
5b900 64 6f 6d 20 76 65 63 74 6f 72 20 77 68 69 63 68 20 68 61 73 20 63 6f 6d 70 6f 6e 65 6e 74 73 20 dom.vector.which.has.components.
5b920 74 68 61 74 20 66 6f 6c 6c 6f 77 20 61 20 73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 0a 20 20 20 that.follow.a.standard.gamma....
5b940 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 74 68 65 6e 20 3a 6d 61 74 68 3a 60 58 .....distribution,.then.:math:`X
5b960 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 73 75 6d 5f 7b 69 3d 31 7d 5e 6b 7b 59 5f 69 7d 7d 20 59 .=.\frac{1}{\sum_{i=1}^k{Y_i}}.Y
5b980 60 0a 20 20 20 20 20 20 20 20 69 73 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72 69 62 75 74 `.........is.Dirichlet-distribut
5b9a0 65 64 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d ed..........References.........-
5b9c0 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 76 69 64 20 4d ---------............[1].David.M
5b9e0 63 4b 61 79 2c 20 22 49 6e 66 6f 72 6d 61 74 69 6f 6e 20 54 68 65 6f 72 79 2c 20 49 6e 66 65 72 cKay,."Information.Theory,.Infer
5ba00 65 6e 63 65 20 61 6e 64 20 4c 65 61 72 6e 69 6e 67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 ence.and.Learning...............
5ba20 20 41 6c 67 6f 72 69 74 68 6d 73 2c 22 20 63 68 61 70 74 65 72 20 32 33 2c 0a 20 20 20 20 20 20 .Algorithms,".chapter.23,.......
5ba40 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 6e 66 65 72 65 6e 63 65 2e 6f .........https://www.inference.o
5ba60 72 67 2e 75 6b 2f 6d 61 63 6b 61 79 2f 69 74 69 6c 61 2f 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b rg.uk/mackay/itila/............[
5ba80 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 2].Wikipedia,."Dirichlet.distrib
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5bac0 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 44 69 72 69 63 68 6c 65 74 5f 64 n.wikipedia.org/wiki/Dirichlet_d
5bae0 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 istribution..........Examples...
5bb00 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 61 6b 69 6e 67 20 61 6e ......--------.........Taking.an
5bb20 20 65 78 61 6d 70 6c 65 20 63 69 74 65 64 20 69 6e 20 57 69 6b 69 70 65 64 69 61 2c 20 74 68 69 .example.cited.in.Wikipedia,.thi
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5df80 6f 72 72 63 6f 65 66 28 70 74 73 2e 54 29 5b 30 2c 20 31 5d 0a 20 20 20 20 20 20 20 20 2d 30 2e orrcoef(pts.T)[0,.1].........-0.
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5dfc0 20 20 20 20 20 20 57 65 20 63 61 6e 20 76 69 73 75 61 6c 69 7a 65 20 74 68 69 73 20 64 61 74 61 ......We.can.visualize.this.data
5dfe0 20 77 69 74 68 20 61 20 73 63 61 74 74 65 72 20 70 6c 6f 74 2e 20 20 54 68 65 20 6f 72 69 65 6e .with.a.scatter.plot...The.orien
5e000 74 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 6f 66 20 74 68 65 20 70 6f 69 6e 74 20 63 6c 6f 75 tation.........of.the.point.clou
5e020 64 20 69 6c 6c 75 73 74 72 61 74 65 73 20 74 68 65 20 6e 65 67 61 74 69 76 65 20 63 6f 72 72 65 d.illustrates.the.negative.corre
5e040 6c 61 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 63 6f 6d 70 6f 6e 65 6e 74 73 lation.of.the.........components
5e060 20 6f 66 20 74 68 69 73 20 73 61 6d 70 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d .of.this.sample...........>>>.im
5e080 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 port.matplotlib.pyplot.as.plt...
5e0a0 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 70 74 73 5b 3a 2c 20 30 5d 2c 20 70 74 ......>>>.plt.plot(pts[:,.0],.pt
5e0c0 73 5b 3a 2c 20 31 5d 2c 20 27 2e 27 2c 20 61 6c 70 68 61 3d 30 2e 35 29 0a 20 20 20 20 20 20 20 s[:,.1],.'.',.alpha=0.5)........
5e0e0 20 3e 3e 3e 20 70 6c 74 2e 61 78 69 73 28 27 65 71 75 61 6c 27 29 0a 20 20 20 20 20 20 20 20 3e .>>>.plt.axis('equal').........>
5e100 3e 3e 20 70 6c 74 2e 67 72 69 64 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 >>.plt.grid().........>>>.plt.sh
5e120 6f 77 28 29 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ow()............................
5e140 0a 20 20 20 20 20 20 20 20 6c 6f 67 73 65 72 69 65 73 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 .........logseries(p,.size=None)
5e160 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f ..........Draw.samples.from.a.lo
5e180 67 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a garithmic.series.distribution...
5e1a0 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 ........Samples.are.drawn.from.a
5e1c0 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 .log.series.distribution.with.sp
5e1e0 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 2c ecified.........shape.parameter,
5e200 20 30 20 3c 3d 20 60 60 70 60 60 20 3c 20 31 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 .0.<=.``p``.<.1..............not
5e220 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 e::.............New.code.should.
5e240 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 use.the.`~numpy.random.Generator
5e260 2e 6c 6f 67 73 65 72 69 65 73 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f .logseries`.............method.o
5e280 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e f.a.`~numpy.random.Generator`.in
5e2a0 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 stance.instead;.............plea
5e2c0 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 se.see.the.:ref:`random-quick-st
5e2e0 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 art`...........Parameters.......
5e300 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f ..----------.........p.:.float.o
5e320 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 r.array_like.of.floats..........
5e340 20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 66 6f 72 20 74 68 65 20 64 69 73 74 72 ...Shape.parameter.for.the.distr
5e360 69 62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 69 6e 20 74 68 65 20 72 61 6e 67 65 20 5b ibution...Must.be.in.the.range.[
5e380 30 2c 20 31 29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 0,.1)..........size.:.int.or.tup
5e3a0 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 le.of.ints,.optional............
5e3c0 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 .Output.shape...If.the.given.sha
5e3e0 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e pe.is,.e.g.,.``(m,.n,.k)``,.then
5e400 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c .............``m.*.n.*.k``.sampl
5e420 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 es.are.drawn...If.size.is.``None
5e440 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 ``.(default),.............a.sing
5e460 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73 le.value.is.returned.if.``p``.is
5e480 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 .a.scalar...Otherwise,..........
5e4a0 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 ...``np.array(p).size``.samples.
5e4c0 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 are.drawn...........Returns.....
5e4e0 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 ....-------.........out.:.ndarra
5e500 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 y.or.scalar.............Drawn.sa
5e520 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 mples.from.the.parameterized.log
5e540 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 arithmic.series.distribution....
5e560 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......See.Also.........--------
5e580 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 67 73 65 72 20 3a 20 70 72 .........scipy.stats.logser.:.pr
5e5a0 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 obability.density.function,.dist
5e5c0 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 ribution.or.............cumulati
5e5e0 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20 ve.density.function,.etc........
5e600 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 73 65 72 69 65 73 3a 20 77 68 ..random.Generator.logseries:.wh
5e620 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e ich.should.be.used.for.new.code.
5e640 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 ..........Notes.........-----...
5e660 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f ......The.probability.density.fo
5e680 72 20 74 68 65 20 4c 6f 67 20 53 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 r.the.Log.Series.distribution.is
5e6a0 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 6b 29 20 3d 20 5c 66 72 61 63 .............math::.P(k).=.\frac
5e6c0 7b 2d 70 5e 6b 7d 7b 6b 20 5c 6c 6e 28 31 2d 70 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 {-p^k}{k.\ln(1-p)},..........whe
5e6e0 72 65 20 70 20 3d 20 70 72 6f 62 61 62 69 6c 69 74 79 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 re.p.=.probability...........The
5e700 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 66 72 65 71 .log.series.distribution.is.freq
5e720 75 65 6e 74 6c 79 20 75 73 65 64 20 74 6f 20 72 65 70 72 65 73 65 6e 74 20 73 70 65 63 69 65 73 uently.used.to.represent.species
5e740 0a 20 20 20 20 20 20 20 20 72 69 63 68 6e 65 73 73 20 61 6e 64 20 6f 63 63 75 72 72 65 6e 63 65 .........richness.and.occurrence
5e760 2c 20 66 69 72 73 74 20 70 72 6f 70 6f 73 65 64 20 62 79 20 46 69 73 68 65 72 2c 20 43 6f 72 62 ,.first.proposed.by.Fisher,.Corb
5e780 65 74 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 57 69 6c 6c 69 61 6d 73 20 69 6e 20 31 39 34 33 et,.and.........Williams.in.1943
5e7a0 20 5b 32 5d 2e 20 20 49 74 20 6d 61 79 20 61 6c 73 6f 20 62 65 20 75 73 65 64 20 74 6f 20 6d 6f .[2]...It.may.also.be.used.to.mo
5e7c0 64 65 6c 20 74 68 65 20 6e 75 6d 62 65 72 73 20 6f 66 0a 20 20 20 20 20 20 20 20 6f 63 63 75 70 del.the.numbers.of.........occup
5e7e0 61 6e 74 73 20 73 65 65 6e 20 69 6e 20 63 61 72 73 20 5b 33 5d 2e 0a 0a 20 20 20 20 20 20 20 20 ants.seen.in.cars.[3]...........
5e800 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 References.........----------...
5e820 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 75 7a 61 73 2c 20 4d 61 72 74 69 6e 20 41 2e 3b 20 43 .........[1].Buzas,.Martin.A.;.C
5e840 75 6c 76 65 72 2c 20 53 74 65 70 68 65 6e 20 4a 2e 2c 20 20 55 6e 64 65 72 73 74 61 6e 64 69 6e ulver,.Stephen.J.,..Understandin
5e860 67 20 72 65 67 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 73 70 65 63 69 65 g.regional................specie
5e880 73 20 64 69 76 65 72 73 69 74 79 20 74 68 72 6f 75 67 68 20 74 68 65 20 6c 6f 67 20 73 65 72 69 s.diversity.through.the.log.seri
5e8a0 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 es.distribution.of..............
5e8c0 20 20 6f 63 63 75 72 72 65 6e 63 65 73 3a 20 42 49 4f 44 49 56 45 52 53 49 54 59 20 52 45 53 45 ..occurrences:.BIODIVERSITY.RESE
5e8e0 41 52 43 48 20 44 69 76 65 72 73 69 74 79 20 26 20 44 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 0a ARCH.Diversity.&.Distributions,.
5e900 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56 6f 6c 75 6d 65 20 35 2c 20 4e 75 6d 62 65 72 20 ...............Volume.5,.Number.
5e920 35 2c 20 53 65 70 74 65 6d 62 65 72 20 31 39 39 39 20 2c 20 70 70 2e 20 31 38 37 2d 31 39 35 28 5,.September.1999.,.pp..187-195(
5e940 39 29 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 46 69 73 68 65 72 2c 20 52 2e 41 2c 2c 9).............[2].Fisher,.R.A,,
5e960 20 41 2e 53 2e 20 43 6f 72 62 65 74 2c 20 61 6e 64 20 43 2e 42 2e 20 57 69 6c 6c 69 61 6d 73 2e .A.S..Corbet,.and.C.B..Williams.
5e980 20 31 39 34 33 2e 20 54 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 65 6c 61 74 69 .1943..The................relati
5e9a0 6f 6e 20 62 65 74 77 65 65 6e 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 70 65 63 69 65 73 on.between.the.number.of.species
5e9c0 20 61 6e 64 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 .and.the.number.of..............
5e9e0 20 20 69 6e 64 69 76 69 64 75 61 6c 73 20 69 6e 20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 ..individuals.in.a.random.sample
5ea00 20 6f 66 20 61 6e 20 61 6e 69 6d 61 6c 20 70 6f 70 75 6c 61 74 69 6f 6e 2e 0a 20 20 20 20 20 20 .of.an.animal.population........
5ea20 20 20 20 20 20 20 20 20 20 4a 6f 75 72 6e 61 6c 20 6f 66 20 41 6e 69 6d 61 6c 20 45 63 6f 6c 6f .........Journal.of.Animal.Ecolo
5ea40 67 79 2c 20 31 32 3a 34 32 2d 35 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 44 2e 20 gy,.12:42-58.............[3].D..
5ea60 4a 2e 20 48 61 6e 64 2c 20 46 2e 20 44 61 6c 79 2c 20 44 2e 20 4c 75 6e 6e 2c 20 45 2e 20 4f 73 J..Hand,.F..Daly,.D..Lunn,.E..Os
5ea80 74 72 6f 77 73 6b 69 2c 20 41 20 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 6d 61 6c 6c 0a 20 20 20 trowski,.A.Handbook.of.Small....
5eaa0 20 20 20 20 20 20 20 20 20 20 20 20 44 61 74 61 20 53 65 74 73 2c 20 43 52 43 20 50 72 65 73 73 ............Data.Sets,.CRC.Press
5eac0 2c 20 31 39 39 34 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 ,.1994.............[4].Wikipedia
5eae0 2c 20 22 4c 6f 67 61 72 69 74 68 6d 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 ,."Logarithmic.distribution",...
5eb00 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 .............https://en.wikipedi
5eb20 61 2e 6f 72 67 2f 77 69 6b 69 2f 4c 6f 67 61 72 69 74 68 6d 69 63 5f 64 69 73 74 72 69 62 75 74 a.org/wiki/Logarithmic_distribut
5eb40 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d ion..........Examples.........--
5eb60 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d ------.........Draw.samples.from
5eb80 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 .the.distribution:..........>>>.
5eba0 61 20 3d 20 2e 36 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d a.=..6.........>>>.s.=.np.random
5ebc0 2e 6c 6f 67 73 65 72 69 65 73 28 61 2c 20 31 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e .logseries(a,.10000).........>>>
5ebe0 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 .import.matplotlib.pyplot.as.plt
5ec00 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 .........>>>.count,.bins,.ignore
5ec20 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 29 0a 0a 20 20 20 20 20 20 20 20 23 20 20 20 70 6c 6f d.=.plt.hist(s)..........#...plo
5ec40 74 20 61 67 61 69 6e 73 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 t.against.distribution..........
5ec60 3e 3e 3e 20 64 65 66 20 6c 6f 67 73 65 72 69 65 73 28 6b 2c 20 70 29 3a 0a 20 20 20 20 20 20 20 >>>.def.logseries(k,.p):........
5ec80 20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20 2d 70 2a 2a 6b 2f 28 6b 2a 6e 70 2e 6c 6f 67 28 .........return.-p**k/(k*np.log(
5eca0 31 2d 70 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 1-p)).........>>>.plt.plot(bins,
5ecc0 20 6c 6f 67 73 65 72 69 65 73 28 62 69 6e 73 2c 20 61 29 2a 63 6f 75 6e 74 2e 6d 61 78 28 29 2f .logseries(bins,.a)*count.max()/
5ece0 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 6f 67 73 65 72 69 65 73 28 ......................logseries(
5ed00 62 69 6e 73 2c 20 61 29 2e 6d 61 78 28 29 2c 20 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e bins,.a).max(),.'r').........>>>
5ed20 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 .plt.show().....................
5ed40 0a 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e .........hypergeometric(ngood,.n
5ed60 62 61 64 2c 20 6e 73 61 6d 70 6c 65 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 bad,.nsample,.size=None)........
5ed80 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 48 79 70 65 72 67 65 6f 6d 65 ..Draw.samples.from.a.Hypergeome
5eda0 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 tric.distribution...........Samp
5edc0 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 68 79 70 65 72 67 65 6f 6d 65 74 les.are.drawn.from.a.hypergeomet
5ede0 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a ric.distribution.with.specified.
5ee00 20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 67 6f 6f 64 60 20 28 77 61 79 ........parameters,.`ngood`.(way
5ee20 73 20 74 6f 20 6d 61 6b 65 20 61 20 67 6f 6f 64 20 73 65 6c 65 63 74 69 6f 6e 29 2c 20 60 6e 62 s.to.make.a.good.selection),.`nb
5ee40 61 64 60 20 28 77 61 79 73 20 74 6f 20 6d 61 6b 65 0a 20 20 20 20 20 20 20 20 61 20 62 61 64 20 ad`.(ways.to.make.........a.bad.
5ee60 73 65 6c 65 63 74 69 6f 6e 29 2c 20 61 6e 64 20 60 6e 73 61 6d 70 6c 65 60 20 28 6e 75 6d 62 65 selection),.and.`nsample`.(numbe
5ee80 72 20 6f 66 20 69 74 65 6d 73 20 73 61 6d 70 6c 65 64 2c 20 77 68 69 63 68 20 69 73 20 6c 65 73 r.of.items.sampled,.which.is.les
5eea0 73 0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 6f 72 20 65 71 75 61 6c 20 74 6f 20 74 68 65 20 73 s.........than.or.equal.to.the.s
5eec0 75 6d 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 60 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 2e um.``ngood.+.nbad``)............
5eee0 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 ..note::.............New.code.sh
5ef00 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 ould.use.the.............`~numpy
5ef20 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 .random.Generator.hypergeometric
5ef40 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 `.............method.of.a.`~nump
5ef60 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 y.random.Generator`.instance.ins
5ef80 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 tead;.............please.see.the
5efa0 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 .:ref:`random-quick-start`......
5efc0 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .....Parameters.........--------
5efe0 2d 2d 0a 20 20 20 20 20 20 20 20 6e 67 6f 6f 64 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f --.........ngood.:.int.or.array_
5f000 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 like.of.ints.............Number.
5f020 6f 66 20 77 61 79 73 20 74 6f 20 6d 61 6b 65 20 61 20 67 6f 6f 64 20 73 65 6c 65 63 74 69 6f 6e of.ways.to.make.a.good.selection
5f040 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 ...Must.be.nonnegative..........
5f060 6e 62 61 64 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73 nbad.:.int.or.array_like.of.ints
5f080 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 77 61 79 73 20 74 6f 20 6d .............Number.of.ways.to.m
5f0a0 61 6b 65 20 61 20 62 61 64 20 73 65 6c 65 63 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f ake.a.bad.selection...Must.be.no
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5f0e0 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 .or.array_like.of.ints..........
5f100 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 69 74 65 6d 73 20 73 61 6d 70 6c 65 64 2e 20 20 4d 75 73 ...Number.of.items.sampled...Mus
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5f140 20 20 20 20 20 20 20 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 60 60 2e 0a 20 20 20 20 20 20 ........``ngood.+.nbad``........
5f160 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f ..size.:.int.or.tuple.of.ints,.o
5f180 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 ptional.............Output.shape
5f1a0 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 ...If.the.given.shape.is,.e.g.,.
5f1c0 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 ``(m,.n,.k)``,.then.............
5f1e0 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e ``m.*.n.*.k``.samples.are.drawn.
5f200 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c ..If.size.is.``None``.(default),
5f220 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 .............a.single.value.is.r
5f240 65 74 75 72 6e 65 64 20 69 66 20 60 6e 67 6f 6f 64 60 2c 20 60 6e 62 61 64 60 2c 20 61 6e 64 20 eturned.if.`ngood`,.`nbad`,.and.
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5f320 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
5f340 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 e.parameterized.hypergeometric.d
5f360 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 45 61 63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 61 istribution..Each.............sa
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5f3e0 20 74 61 6b 65 6e 20 66 72 6f 6d 20 61 20 73 65 74 20 6f 66 20 60 6e 67 6f 6f 64 60 20 67 6f 6f .taken.from.a.set.of.`ngood`.goo
5f400 64 20 69 74 65 6d 73 20 61 6e 64 20 60 6e 62 61 64 60 20 62 61 64 20 69 74 65 6d 73 2e 0a 0a 20 d.items.and.`nbad`.bad.items....
5f420 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......See.Also.........--------
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5f4c0 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 68 79 70 65 72 67 65 6f 6d 65 .....random.Generator.hypergeome
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5f500 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 ew.code...........Notes.........
5f520 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 -----.........The.probability.ma
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5f900 6f 6d 69 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 omial...........References......
5f920 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4c 65 6e ...----------............[1].Len
5f940 74 6e 65 72 2c 20 4d 61 72 76 69 6e 2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70 70 6c 69 65 tner,.Marvin,."Elementary.Applie
5f960 64 20 53 74 61 74 69 73 74 69 63 73 22 2c 20 42 6f 67 64 65 6e 0a 20 20 20 20 20 20 20 20 20 20 d.Statistics",.Bogden...........
5f980 20 20 20 20 20 61 6e 64 20 51 75 69 67 6c 65 79 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 .....and.Quigley,.1972..........
5f9a0 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 48 79 70 65 72 ...[2].Weisstein,.Eric.W.."Hyper
5f9c0 67 65 6f 6d 65 74 72 69 63 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 geometric.Distribution.".From...
5f9e0 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 .............MathWorld--A.Wolfra
5fa00 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 m.Web.Resource.................h
5fa20 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 48 79 70 ttps://mathworld.wolfram.com/Hyp
5fa40 65 72 67 65 6f 6d 65 74 72 69 63 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 ergeometricDistribution.html....
5fa60 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 48 79 70 65 72 67 65 6f ........[3].Wikipedia,."Hypergeo
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5faa0 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 .....https://en.wikipedia.org/wi
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5fae0 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d ........Examples.........-------
5fb00 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 -.........Draw.samples.from.the.
5fb20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 67 6f 6f 64 distribution:..........>>>.ngood
5fb40 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 20 3d 20 31 30 30 2c 20 32 2c 20 31 30 0a 20 20 20 20 20 ,.nbad,.nsamp.=.100,.2,.10......
5fb60 20 20 20 23 20 6e 75 6d 62 65 72 20 6f 66 20 67 6f 6f 64 2c 20 6e 75 6d 62 65 72 20 6f 66 20 62 ...#.number.of.good,.number.of.b
5fb80 61 64 2c 20 61 6e 64 20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 ad,.and.number.of.samples.......
5fba0 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 ..>>>.s.=.np.random.hypergeometr
5fbc0 69 63 28 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 2c 20 31 30 30 30 29 0a 20 20 20 ic(ngood,.nbad,.nsamp,.1000)....
5fbe0 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 .....>>>.from.matplotlib.pyplot.
5fc00 69 6d 70 6f 72 74 20 68 69 73 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 68 69 73 74 28 73 29 0a import.hist.........>>>.hist(s).
5fc20 20 20 20 20 20 20 20 20 23 20 20 20 6e 6f 74 65 20 74 68 61 74 20 69 74 20 69 73 20 76 65 72 79 ........#...note.that.it.is.very
5fc40 20 75 6e 6c 69 6b 65 6c 79 20 74 6f 20 67 72 61 62 20 62 6f 74 68 20 62 61 64 20 69 74 65 6d 73 .unlikely.to.grab.both.bad.items
5fc60 0a 0a 20 20 20 20 20 20 20 20 53 75 70 70 6f 73 65 20 79 6f 75 20 68 61 76 65 20 61 6e 20 75 72 ..........Suppose.you.have.an.ur
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5fca0 62 6c 65 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 79 6f 75 20 70 75 6c 6c 20 31 35 20 6d 61 72 bles..........If.you.pull.15.mar
5fcc0 62 6c 65 73 20 61 74 20 72 61 6e 64 6f 6d 2c 20 68 6f 77 20 6c 69 6b 65 6c 79 20 69 73 20 69 74 bles.at.random,.how.likely.is.it
5fce0 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 31 32 20 6f 72 20 6d 6f 72 65 20 6f 66 20 74 68 65 6d .that.........12.or.more.of.them
5fd00 20 61 72 65 20 6f 6e 65 20 63 6f 6c 6f 72 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d .are.one.color?..........>>>.s.=
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5fd80 0a 20 20 20 20 20 20 20 20 23 20 20 20 61 6e 73 77 65 72 20 3d 20 30 2e 30 30 33 20 2e 2e 2e 20 .........#...answer.=.0.003.....
5fda0 70 72 65 74 74 79 20 75 6e 6c 69 6b 65 6c 79 21 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 pretty.unlikely!................
5fdc0 0a 20 20 20 20 20 20 20 20 67 65 6f 6d 65 74 72 69 63 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 .........geometric(p,.size=None)
5fde0 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 ..........Draw.samples.from.the.
5fe00 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 geometric.distribution..........
5fe20 20 42 65 72 6e 6f 75 6c 6c 69 20 74 72 69 61 6c 73 20 61 72 65 20 65 78 70 65 72 69 6d 65 6e 74 .Bernoulli.trials.are.experiment
5fe40 73 20 77 69 74 68 20 6f 6e 65 20 6f 66 20 74 77 6f 20 6f 75 74 63 6f 6d 65 73 3a 0a 20 20 20 20 s.with.one.of.two.outcomes:.....
5fe60 20 20 20 20 73 75 63 63 65 73 73 20 6f 72 20 66 61 69 6c 75 72 65 20 28 61 6e 20 65 78 61 6d 70 ....success.or.failure.(an.examp
5fe80 6c 65 20 6f 66 20 73 75 63 68 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 20 69 73 20 66 6c 69 70 le.of.such.an.experiment.is.flip
5fea0 70 69 6e 67 0a 20 20 20 20 20 20 20 20 61 20 63 6f 69 6e 29 2e 20 20 54 68 65 20 67 65 6f 6d 65 ping.........a.coin)...The.geome
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5fee0 62 65 72 20 6f 66 20 74 72 69 61 6c 73 0a 20 20 20 20 20 20 20 20 74 68 61 74 20 6d 75 73 74 20 ber.of.trials.........that.must.
5ff00 62 65 20 72 75 6e 20 69 6e 20 6f 72 64 65 72 20 74 6f 20 61 63 68 69 65 76 65 20 73 75 63 63 65 be.run.in.order.to.achieve.succe
5ff20 73 73 2e 20 20 49 74 20 69 73 20 74 68 65 72 65 66 6f 72 65 0a 20 20 20 20 20 20 20 20 73 75 70 ss...It.is.therefore.........sup
5ff40 70 6f 72 74 65 64 20 6f 6e 20 74 68 65 20 70 6f 73 69 74 69 76 65 20 69 6e 74 65 67 65 72 73 2c ported.on.the.positive.integers,
5ff60 20 60 60 6b 20 3d 20 31 2c 20 32 2c 20 2e 2e 2e 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 .``k.=.1,.2,....``...........The
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60020 6e 64 69 76 69 64 75 61 6c 20 74 72 69 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 ndividual.trial..............not
60040 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 e::.............New.code.should.
60060 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 use.the.`~numpy.random.Generator
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60160 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 6f 66 ...The.probability.of.success.of
60180 20 61 6e 20 69 6e 64 69 76 69 64 75 61 6c 20 74 72 69 61 6c 2e 0a 20 20 20 20 20 20 20 20 73 69 .an.individual.trial..........si
601a0 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f ze.:.int.or.tuple.of.ints,.optio
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60200 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 ,.n,.k)``,.then.............``m.
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603c0 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a for.new.code...........Examples.
603e0 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 74 65 ........--------.........Draw.te
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604a0 2e 33 35 2c 20 73 69 7a 65 3d 31 30 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 48 6f 77 20 6d 61 .35,.size=10000)..........How.ma
604c0 6e 79 20 74 72 69 61 6c 73 20 73 75 63 63 65 65 64 65 64 20 61 66 74 65 72 20 61 20 73 69 6e 67 ny.trials.succeeded.after.a.sing
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60500 6d 28 29 20 2f 20 31 30 30 30 30 2e 0a 20 20 20 20 20 20 20 20 30 2e 33 34 38 38 39 39 39 39 39 m()./.10000..........0.348899999
60520 39 39 39 39 39 39 39 39 20 23 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 99999999.#random................
60540 0a 20 20 20 20 20 20 20 20 7a 69 70 66 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 .........zipf(a,.size=None).....
60560 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69 .....Draw.samples.from.a.Zipf.di
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60680 20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 20 69 74 65 6d 20 69 73 20 69 6e 76 .....frequency.of.an.item.is.inv
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606c0 69 6e 20 61 0a 20 20 20 20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 74 61 62 6c 65 2e 0a 0a 20 in.a.........frequency.table....
606e0 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 ..........note::.............New
60700 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e .code.should.use.the.`~numpy.ran
60720 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69 70 66 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 dom.Generator.zipf`.............
60740 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 method.of.a.`~numpy.random.Gener
60760 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 ator`.instance.instead;.........
60780 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d ....please.see.the.:ref:`random-
607a0 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 quick-start`...........Parameter
607c0 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a s.........----------.........a.:
607e0 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 .float.or.array_like.of.floats..
60800 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 ...........Distribution.paramete
60820 72 2e 20 4d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 31 2e 0a 20 20 20 20 20 r..Must.be.greater.than.1.......
60840 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 ...size.:.int.or.tuple.of.ints,.
60860 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 optional.............Output.shap
60880 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c e...If.the.given.shape.is,.e.g.,
608a0 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 .``(m,.n,.k)``,.then............
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608e0 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 ...If.size.is.``None``.(default)
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60980 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 .......Returns.........-------..
609a0 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 .......out.:.ndarray.or.scalar..
609c0 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
609e0 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f e.parameterized.Zipf.distributio
60a00 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d n...........See.Also.........---
60a20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 7a 69 70 66 20 3a -----.........scipy.stats.zipf.:
60a40 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 .probability.density.function,.d
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60aa0 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69 70 66 3a 20 77 68 69 ......random.Generator.zipf:.whi
60ac0 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
60ae0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
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60b20 6f 6e 20 28 50 4d 46 29 20 66 6f 72 20 74 68 65 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 on.(PMF).for.the.Zipf.distributi
60b40 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 6b 29 20 3d 20 on.is.............math::.p(k).=.
60b60 5c 66 72 61 63 7b 6b 5e 7b 2d 61 7d 7d 7b 5c 7a 65 74 61 28 61 29 7d 2c 0a 0a 20 20 20 20 20 20 \frac{k^{-a}}{\zeta(a)},........
60b80 20 20 66 6f 72 20 69 6e 74 65 67 65 72 73 20 3a 6d 61 74 68 3a 60 6b 20 5c 67 65 71 20 31 60 2c ..for.integers.:math:`k.\geq.1`,
60ba0 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 7a 65 74 61 60 20 69 73 20 74 68 65 20 52 69 65 6d .where.:math:`\zeta`.is.the.Riem
60bc0 61 6e 6e 20 5a 65 74 61 0a 20 20 20 20 20 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 20 20 20 ann.Zeta.........function.......
60be0 20 20 20 20 49 74 20 69 73 20 6e 61 6d 65 64 20 66 6f 72 20 74 68 65 20 41 6d 65 72 69 63 61 6e ....It.is.named.for.the.American
60c00 20 6c 69 6e 67 75 69 73 74 20 47 65 6f 72 67 65 20 4b 69 6e 67 73 6c 65 79 20 5a 69 70 66 2c 20 .linguist.George.Kingsley.Zipf,.
60c20 77 68 6f 20 6e 6f 74 65 64 0a 20 20 20 20 20 20 20 20 74 68 61 74 20 74 68 65 20 66 72 65 71 75 who.noted.........that.the.frequ
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60c60 61 20 6c 61 6e 67 75 61 67 65 20 69 73 20 69 6e 76 65 72 73 65 6c 79 0a 20 20 20 20 20 20 20 20 a.language.is.inversely.........
60c80 70 72 6f 70 6f 72 74 69 6f 6e 61 6c 20 74 6f 20 69 74 73 20 72 61 6e 6b 20 69 6e 20 74 68 65 20 proportional.to.its.rank.in.the.
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60cc0 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 nces.........----------.........
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60d60 20 55 6e 69 76 2e 20 50 72 65 73 73 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 33 .Univ..Press,................193
60d80 32 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2...........Examples.........---
60da0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 -----.........Draw.samples.from.
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60e40 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 .of.the.samples,.along.with.....
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60f20 20 60 62 69 6e 63 6f 75 6e 74 60 20 70 72 6f 76 69 64 65 73 20 61 20 66 61 73 74 20 68 69 73 74 .`bincount`.provides.a.fast.hist
60f40 6f 67 72 61 6d 20 66 6f 72 20 73 6d 61 6c 6c 20 69 6e 74 65 67 65 72 73 2e 0a 0a 20 20 20 20 20 ogram.for.small.integers........
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60f80 20 20 20 20 20 20 3e 3e 3e 20 6b 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 20 73 2e 6d 61 78 ......>>>.k.=.np.arange(1,.s.max
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61020 70 68 61 3d 30 2e 35 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 61 pha=0.5,......................la
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61060 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 65 6d 69 6c 6f 67 t:.+SKIP.........>>>.plt.semilog
61080 79 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 61 6c 70 68 61 3d 30 y().........>>>.plt.grid(alpha=0
610a0 2e 34 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 6c 65 67 65 6e 64 28 29 0a 20 20 20 .4).........>>>.plt.legend()....
610c0 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65 28 66 27 5a 69 70 66 20 73 61 6d 70 6c 65 .....>>>.plt.title(f'Zipf.sample
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61100 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 plt.show()......................
61120 0a 20 20 20 20 20 20 20 20 70 6f 69 73 73 6f 6e 28 6c 61 6d 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e .........poisson(lam=1.0,.size=N
61140 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 one)..........Draw.samples.from.
61160 61 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 a.Poisson.distribution..........
61180 20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 74 68 65 .The.Poisson.distribution.is.the
611a0 20 6c 69 6d 69 74 20 6f 66 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 .limit.of.the.binomial.distribut
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611e0 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 .....note::.............New.code
61200 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 .should.use.the.`~numpy.random.G
61220 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 enerator.poisson`.............me
61240 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 thod.of.a.`~numpy.random.Generat
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612a0 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a ick-start`...........Parameters.
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612e0 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 .float.or.array_like.of.floats..
61300 20 20 20 20 20 20 20 20 20 20 20 45 78 70 65 63 74 65 64 20 6e 75 6d 62 65 72 20 6f 66 20 65 76 ...........Expected.number.of.ev
61320 65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 69 6e 20 61 20 66 69 78 65 64 2d 74 69 6d 65 20 69 ents.occurring.in.a.fixed-time.i
61340 6e 74 65 72 76 61 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20 62 65 20 3e 3d 20 nterval,.............must.be.>=.
61360 30 2e 20 41 20 73 65 71 75 65 6e 63 65 20 6d 75 73 74 20 62 65 20 62 72 6f 61 64 63 61 73 74 61 0..A.sequence.must.be.broadcasta
61380 62 6c 65 20 6f 76 65 72 20 74 68 65 20 72 65 71 75 65 73 74 65 64 0a 20 20 20 20 20 20 20 20 20 ble.over.the.requested..........
613a0 20 20 20 73 69 7a 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 ...size..........size.:.int.or.t
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61400 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 hape.is,.e.g.,.``(m,.n,.k)``,.th
61420 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d en.............``m.*.n.*.k``.sam
61440 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f ples.are.drawn...If.size.is.``No
61460 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 ne``.(default),.............a.si
61480 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 61 6d 60 ngle.value.is.returned.if.``lam`
614a0 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 `.is.a.scalar..Otherwise,.......
614c0 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 6c 61 6d 29 2e 73 69 7a 65 60 60 20 73 61 6d ......``np.array(lam).size``.sam
614e0 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 ples.are.drawn...........Returns
61500 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e .........-------.........out.:.n
61520 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 darray.or.scalar.............Dra
61540 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 wn.samples.from.the.parameterize
61560 64 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 d.Poisson.distribution..........
61580 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .See.Also.........--------......
615a0 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 3a 20 77 68 69 ...random.Generator.poisson:.whi
615c0 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
615e0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
61600 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 20 66 75 6e 63 74 69 .....The.probability.mass.functi
61620 6f 6e 20 28 50 4d 46 29 20 6f 66 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e on.(PMF).of.Poisson.distribution
61640 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66 28 6b 3b 20 5c 6c 61 6d .is.............math::.f(k;.\lam
61660 62 64 61 29 3d 5c 66 72 61 63 7b 5c 6c 61 6d 62 64 61 5e 6b 20 65 5e 7b 2d 5c 6c 61 6d 62 64 61 bda)=\frac{\lambda^k.e^{-\lambda
61680 7d 7d 7b 6b 21 7d 0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 65 76 65 6e 74 73 20 77 69 74 68 20 }}{k!}..........For.events.with.
616a0 61 6e 20 65 78 70 65 63 74 65 64 20 73 65 70 61 72 61 74 69 6f 6e 20 3a 6d 61 74 68 3a 60 5c 6c an.expected.separation.:math:`\l
616c0 61 6d 62 64 61 60 20 74 68 65 20 50 6f 69 73 73 6f 6e 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 ambda`.the.Poisson.........distr
616e0 69 62 75 74 69 6f 6e 20 3a 6d 61 74 68 3a 60 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 60 20 64 65 ibution.:math:`f(k;.\lambda)`.de
61700 73 63 72 69 62 65 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 scribes.the.probability.of......
61720 20 20 20 3a 6d 61 74 68 3a 60 6b 60 20 65 76 65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 77 69 ...:math:`k`.events.occurring.wi
61740 74 68 69 6e 20 74 68 65 20 6f 62 73 65 72 76 65 64 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76 thin.the.observed.........interv
61760 61 6c 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 2e 0a 0a 20 20 20 20 20 20 20 20 42 65 63 al.:math:`\lambda`...........Bec
61780 61 75 73 65 20 74 68 65 20 6f 75 74 70 75 74 20 69 73 20 6c 69 6d 69 74 65 64 20 74 6f 20 74 68 ause.the.output.is.limited.to.th
617a0 65 20 72 61 6e 67 65 20 6f 66 20 74 68 65 20 43 20 69 6e 74 36 34 20 74 79 70 65 2c 20 61 0a 20 e.range.of.the.C.int64.type,.a..
617c0 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 20 69 73 20 72 61 69 73 65 64 20 77 68 65 6e .......ValueError.is.raised.when
617e0 20 60 6c 61 6d 60 20 69 73 20 77 69 74 68 69 6e 20 31 30 20 73 69 67 6d 61 20 6f 66 20 74 68 65 .`lam`.is.within.10.sigma.of.the
61800 20 6d 61 78 69 6d 75 6d 0a 20 20 20 20 20 20 20 20 72 65 70 72 65 73 65 6e 74 61 62 6c 65 20 76 .maximum.........representable.v
61820 61 6c 75 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 alue...........References.......
61840 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 ..----------............[1].Weis
61860 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 50 6f 69 73 73 6f 6e 20 44 69 73 74 72 69 62 75 stein,.Eric.W.."Poisson.Distribu
61880 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 6f 6d 20 4d 61 74 68 57 tion."................From.MathW
618a0 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 orld--A.Wolfram.Web.Resource....
618c0 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 .............https://mathworld.w
618e0 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 50 6f 69 73 73 6f 6e 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 olfram.com/PoissonDistribution.h
61900 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50 tml............[2].Wikipedia,."P
61920 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 oisson.distribution",...........
61940 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 .....https://en.wikipedia.org/wi
61960 6b 69 2f 50 6f 69 73 73 6f 6e 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 ki/Poisson_distribution.........
61980 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .Examples.........--------......
619a0 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 ...Draw.samples.from.the.distrib
619c0 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 ution:..........>>>.import.numpy
619e0 20 61 73 20 6e 70 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d .as.np.........>>>.s.=.np.random
61a00 2e 70 6f 69 73 73 6f 6e 28 35 2c 20 31 30 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 .poisson(5,.10000)..........Disp
61a20 6c 61 79 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 3a 0a 0a 20 20 lay.histogram.of.the.sample:....
61a40 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c ......>>>.import.matplotlib.pypl
61a60 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e ot.as.plt.........>>>.count,.bin
61a80 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 31 34 2c 20 64 65 6e s,.ignored.=.plt.hist(s,.14,.den
61aa0 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 sity=True).........>>>.plt.show(
61ac0 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 65 61 63 68 20 31 30 30 20 76 61 6c 75 65 73 20 )..........Draw.each.100.values.
61ae0 66 6f 72 20 6c 61 6d 62 64 61 20 31 30 30 20 61 6e 64 20 35 30 30 3a 0a 0a 20 20 20 20 20 20 20 for.lambda.100.and.500:.........
61b00 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 69 73 73 6f 6e 28 6c 61 6d 3d 28 .>>>.s.=.np.random.poisson(lam=(
61b20 31 30 30 2e 2c 20 35 30 30 2e 29 2c 20 73 69 7a 65 3d 28 31 30 30 2c 20 32 29 29 0a 0a 20 20 20 100.,.500.),.size=(100,.2)).....
61b40 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
61b60 0a 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c .........negative_binomial(n,.p,
61b80 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 .size=None)..........Draw.sample
61ba0 73 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 s.from.a.negative.binomial.distr
61bc0 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 ibution...........Samples.are.dr
61be0 61 77 6e 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 awn.from.a.negative.binomial.dis
61c00 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 tribution.with.specified........
61c20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 60 20 73 75 63 63 65 73 73 65 73 20 61 6e 64 20 60 .parameters,.`n`.successes.and.`
61c40 70 60 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 20 p`.probability.of.success.where.
61c60 60 6e 60 0a 20 20 20 20 20 20 20 20 69 73 20 3e 20 30 20 61 6e 64 20 60 70 60 20 69 73 20 69 6e `n`.........is.>.0.and.`p`.is.in
61c80 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30 2c 20 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 2e .the.interval.[0,.1]............
61ca0 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 ..note::.............New.code.sh
61cc0 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 ould.use.the.............`~numpy
61ce0 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d .random.Generator.negative_binom
61d00 69 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e ial`.............method.of.a.`~n
61d20 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 umpy.random.Generator`.instance.
61d40 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
61d60 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a the.:ref:`random-quick-start`...
61d80 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........Parameters.........-----
61da0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 -----.........n.:.float.or.array
61dc0 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 _like.of.floats.............Para
61de0 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 20 30 2e 0a meter.of.the.distribution,.>.0..
61e00 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 ........p.:.float.or.array_like.
61e20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 of.floats.............Parameter.
61e40 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 20 61 6e 64 20 3c 3d of.the.distribution,.>=.0.and.<=
61e60 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 1..........size.:.int.or.tuple.o
61e80 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 f.ints,.optional.............Out
61ea0 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 put.shape...If.the.given.shape.i
61ec0 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 s,.e.g.,.``(m,.n,.k)``,.then....
61ee0 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 .........``m.*.n.*.k``.samples.a
61f00 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 re.drawn...If.size.is.``None``.(
61f20 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 default),.............a.single.v
61f40 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60 alue.is.returned.if.``n``.and.``
61f60 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 p``.are.both.scalars............
61f80 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70 ..Otherwise,.``np.broadcast(n,.p
61fa0 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 ).size``.samples.are.drawn......
61fc0 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 .....Returns.........-------....
61fe0 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 .....out.:.ndarray.or.scalar....
62000 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 .........Drawn.samples.from.the.
62020 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 parameterized.negative.binomial.
62040 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 77 68 65 72 65 20 distribution,.............where.
62060 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61 6c 20 74 6f 20 4e 2c 20 74 68 65 20 6e each.sample.is.equal.to.N,.the.n
62080 75 6d 62 65 72 20 6f 66 20 66 61 69 6c 75 72 65 73 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20 umber.of.failures.that..........
620a0 20 20 20 6f 63 63 75 72 72 65 64 20 62 65 66 6f 72 65 20 61 20 74 6f 74 61 6c 20 6f 66 20 6e 20 ...occurred.before.a.total.of.n.
620c0 73 75 63 63 65 73 73 65 73 20 77 61 73 20 72 65 61 63 68 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 successes.was.reached...........
620e0 2e 2e 20 77 61 72 6e 69 6e 67 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 54 68 69 73 20 66 75 6e ...warning::............This.fun
62100 63 74 69 6f 6e 20 72 65 74 75 72 6e 73 20 74 68 65 20 43 2d 6c 6f 6e 67 20 64 74 79 70 65 2c 20 ction.returns.the.C-long.dtype,.
62120 77 68 69 63 68 20 69 73 20 33 32 62 69 74 20 6f 6e 20 77 69 6e 64 6f 77 73 0a 20 20 20 20 20 20 which.is.32bit.on.windows.......
62140 20 20 20 20 20 61 6e 64 20 6f 74 68 65 72 77 69 73 65 20 36 34 62 69 74 20 6f 6e 20 36 34 62 69 .....and.otherwise.64bit.on.64bi
62160 74 20 70 6c 61 74 66 6f 72 6d 73 20 28 61 6e 64 20 33 32 62 69 74 20 6f 6e 20 33 32 62 69 74 20 t.platforms.(and.32bit.on.32bit.
62180 6f 6e 65 73 29 2e 0a 20 20 20 20 20 20 20 20 20 20 20 53 69 6e 63 65 20 4e 75 6d 50 79 20 32 2e ones).............Since.NumPy.2.
621a0 30 2c 20 4e 75 6d 50 79 27 73 20 64 65 66 61 75 6c 74 20 69 6e 74 65 67 65 72 20 69 73 20 33 32 0,.NumPy's.default.integer.is.32
621c0 62 69 74 20 6f 6e 20 33 32 62 69 74 20 70 6c 61 74 66 6f 72 6d 73 0a 20 20 20 20 20 20 20 20 20 bit.on.32bit.platforms..........
621e0 20 20 61 6e 64 20 36 34 62 69 74 20 6f 6e 20 36 34 62 69 74 20 70 6c 61 74 66 6f 72 6d 73 2e 0a ..and.64bit.on.64bit.platforms..
62200 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d .........See.Also.........------
62220 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 65 67 61 --.........random.Generator.nega
62240 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 tive_binomial:.which.should.be.u
62260 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 sed.for.new.code...........Notes
62280 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 .........-----.........The.proba
622a0 62 69 6c 69 74 79 20 6d 61 73 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 65 67 61 bility.mass.function.of.the.nega
622c0 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 tive.binomial.distribution.is...
622e0 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 4e 3b 6e 2c 70 29 20 3d 20 5c 66 72 61 ..........math::.P(N;n,p).=.\fra
62300 63 7b 5c 47 61 6d 6d 61 28 4e 2b 6e 29 7d 7b 4e 21 5c 47 61 6d 6d 61 28 6e 29 7d 70 5e 7b 6e 7d c{\Gamma(N+n)}{N!\Gamma(n)}p^{n}
62320 28 31 2d 70 29 5e 7b 4e 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a (1-p)^{N},..........where.:math:
62340 60 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73 2c 20 `n`.is.the.number.of.successes,.
62360 3a 6d 61 74 68 3a 60 70 60 20 69 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 :math:`p`.is.the.........probabi
62380 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 2c 20 3a 6d 61 74 68 3a 60 4e 2b 6e 60 20 69 73 20 lity.of.success,.:math:`N+n`.is.
623a0 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 61 6e 64 0a 20 20 20 20 20 20 the.number.of.trials,.and.......
623c0 20 20 3a 6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 ..:math:`\Gamma`.is.the.gamma.fu
623e0 6e 63 74 69 6f 6e 2e 20 57 68 65 6e 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 61 6e 20 69 6e 74 nction..When.:math:`n`.is.an.int
62400 65 67 65 72 2c 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 66 72 61 63 7b 5c 47 61 6d 6d eger,.........:math:`\frac{\Gamm
62420 61 28 4e 2b 6e 29 7d 7b 4e 21 5c 47 61 6d 6d 61 28 6e 29 7d 20 3d 20 5c 62 69 6e 6f 6d 7b 4e 2b a(N+n)}{N!\Gamma(n)}.=.\binom{N+
62440 6e 2d 31 7d 7b 4e 7d 60 2c 20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20 20 20 74 68 65 20 6d n-1}{N}`,.which.is.........the.m
62460 6f 72 65 20 63 6f 6d 6d 6f 6e 20 66 6f 72 6d 20 6f 66 20 74 68 69 73 20 74 65 72 6d 20 69 6e 20 ore.common.form.of.this.term.in.
62480 74 68 65 20 70 6d 66 2e 20 54 68 65 20 6e 65 67 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 62 69 the.pmf..The.negative.........bi
624a0 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 67 69 76 65 73 20 74 68 65 20 70 72 nomial.distribution.gives.the.pr
624c0 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 4e 20 66 61 69 6c 75 72 65 73 20 67 69 76 65 6e 20 6e 0a obability.of.N.failures.given.n.
624e0 20 20 20 20 20 20 20 20 73 75 63 63 65 73 73 65 73 2c 20 77 69 74 68 20 61 20 73 75 63 63 65 73 ........successes,.with.a.succes
62500 73 20 6f 6e 20 74 68 65 20 6c 61 73 74 20 74 72 69 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 49 66 s.on.the.last.trial...........If
62520 20 6f 6e 65 20 74 68 72 6f 77 73 20 61 20 64 69 65 20 72 65 70 65 61 74 65 64 6c 79 20 75 6e 74 .one.throws.a.die.repeatedly.unt
62540 69 6c 20 74 68 65 20 74 68 69 72 64 20 74 69 6d 65 20 61 20 22 31 22 20 61 70 70 65 61 72 73 2c il.the.third.time.a."1".appears,
62560 0a 20 20 20 20 20 20 20 20 74 68 65 6e 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 69 .........then.the.probability.di
62580 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 6e 6f 6e 2d stribution.of.the.number.of.non-
625a0 22 31 22 73 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 61 70 70 65 61 72 20 62 65 66 6f 72 65 20 "1"s.that.........appear.before.
625c0 74 68 65 20 74 68 69 72 64 20 22 31 22 20 69 73 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f the.third."1".is.a.negative.bino
625e0 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 mial.distribution...........Refe
62600 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 rences.........----------.......
62620 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 65 67 .....[1].Weisstein,.Eric.W.."Neg
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62d80 61 6e 64 20 3c 3d 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 and.<=1..........size.:.int.or.t
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63080 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e ich.should.be.used.for.new.code.
630a0 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 ..........Notes.........-----...
630c0 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 20 66 75 6e 63 74 ......The.probability.mass.funct
630e0 69 6f 6e 20 28 50 4d 46 29 20 66 6f 72 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 ion.(PMF).for.the.binomial.distr
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63120 4e 29 20 3d 20 5c 62 69 6e 6f 6d 7b 6e 7d 7b 4e 7d 70 5e 4e 28 31 2d 70 29 5e 7b 6e 2d 4e 7d 2c N).=.\binom{n}{N}p^N(1-p)^{n-N},
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631c0 6f 66 20 73 75 63 63 65 73 73 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 65 73 74 69 of.successes...........When.esti
631e0 6d 61 74 69 6e 67 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 65 72 72 6f 72 20 6f 66 20 61 20 70 mating.the.standard.error.of.a.p
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63220 20 20 20 20 20 75 73 69 6e 67 20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 2c 20 74 68 65 20 .....using.a.random.sample,.the.
63240 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 6f 72 6b 73 20 77 65 6c 6c 20 75 normal.distribution.works.well.u
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63280 35 2c 20 77 68 65 72 65 20 70 20 3d 20 70 6f 70 75 6c 61 74 69 6f 6e 20 70 72 6f 70 6f 72 74 69 5,.where.p.=.population.proporti
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632c0 62 65 72 20 6f 66 20 73 61 6d 70 6c 65 73 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 74 68 ber.of.samples,.in.which.case.th
632e0 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75 73 65 64 0a e.binomial.distribution.is.used.
63300 20 20 20 20 20 20 20 20 69 6e 73 74 65 61 64 2e 20 46 6f 72 20 65 78 61 6d 70 6c 65 2c 20 61 20 ........instead..For.example,.a.
63320 73 61 6d 70 6c 65 20 6f 66 20 31 35 20 70 65 6f 70 6c 65 20 73 68 6f 77 73 20 34 20 77 68 6f 20 sample.of.15.people.shows.4.who.
63340 61 72 65 20 6c 65 66 74 0a 20 20 20 20 20 20 20 20 68 61 6e 64 65 64 2c 20 61 6e 64 20 31 31 20 are.left.........handed,.and.11.
63360 77 68 6f 20 61 72 65 20 72 69 67 68 74 20 68 61 6e 64 65 64 2e 20 54 68 65 6e 20 70 20 3d 20 34 who.are.right.handed..Then.p.=.4
63380 2f 31 35 20 3d 20 32 37 25 2e 20 30 2e 32 37 2a 31 35 20 3d 20 34 2c 0a 20 20 20 20 20 20 20 20 /15.=.27%..0.27*15.=.4,.........
633a0 73 6f 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 68 6f so.the.binomial.distribution.sho
633c0 75 6c 64 20 62 65 20 75 73 65 64 20 69 6e 20 74 68 69 73 20 63 61 73 65 2e 0a 0a 20 20 20 20 20 uld.be.used.in.this.case........
633e0 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d ...References.........----------
63400 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67 61 61 72 64 2c 20 50 65 74 65 72 2c ............[1].Dalgaard,.Peter,
63420 20 22 49 6e 74 72 6f 64 75 63 74 6f 72 79 20 53 74 61 74 69 73 74 69 63 73 20 77 69 74 68 20 52 ."Introductory.Statistics.with.R
63440 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 70 72 69 6e 67 65 72 2d 56 65 72 6c 61 ",................Springer-Verla
63460 67 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 47 6c 61 6e 74 7a 2c 20 g,.2002.............[2].Glantz,.
63480 53 74 61 6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 Stanton.A.."Primer.of.Biostatist
634a0 69 63 73 2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 ics.",.McGraw-Hill,.............
634c0 20 20 20 46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 ...Fifth.Edition,.2002..........
634e0 2e 2e 20 5b 33 5d 20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e 2c 20 22 45 6c 65 6d 65 6e 74 ...[3].Lentner,.Marvin,."Element
63500 61 72 79 20 41 70 70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73 22 2c 20 42 6f 67 64 65 6e 0a ary.Applied.Statistics",.Bogden.
63520 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64 20 51 75 69 67 6c 65 79 2c 20 31 39 37 32 ...............and.Quigley,.1972
63540 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 .............[4].Weisstein,.Eric
63560 20 57 2e 20 22 42 69 6e 6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f .W.."Binomial.Distribution.".Fro
63580 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f m.MathWorld--A................Wo
635a0 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 lfram.Web.Resource..............
635c0 20 20 20 68 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d ...https://mathworld.wolfram.com
635e0 2f 42 69 6e 6f 6d 69 61 6c 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 /BinomialDistribution.html......
63600 20 20 20 2e 2e 20 5b 35 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 42 69 6e 6f 6d 69 61 6c 20 64 ......[5].Wikipedia,."Binomial.d
63620 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 istribution",................htt
63640 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 42 69 6e 6f 6d ps://en.wikipedia.org/wiki/Binom
63660 69 61 6c 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c ial_distribution..........Exampl
63680 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 es.........--------.........Draw
636a0 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a .samples.from.the.distribution:.
636c0 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 2c 20 70 20 3d 20 31 30 2c 20 2e 35 20 20 23 20 6e 75 .........>>>.n,.p.=.10,..5..#.nu
636e0 6d 62 65 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 65 mber.of.trials,.probability.of.e
63700 61 63 68 20 74 72 69 61 6c 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e ach.trial.........>>>.s.=.np.ran
63720 64 6f 6d 2e 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 31 30 30 30 29 0a 20 20 20 20 20 20 20 dom.binomial(n,.p,.1000)........
63740 20 23 20 72 65 73 75 6c 74 20 6f 66 20 66 6c 69 70 70 69 6e 67 20 61 20 63 6f 69 6e 20 31 30 20 .#.result.of.flipping.a.coin.10.
63760 74 69 6d 65 73 2c 20 74 65 73 74 65 64 20 31 30 30 30 20 74 69 6d 65 73 2e 0a 0a 20 20 20 20 20 times,.tested.1000.times........
63780 20 20 20 41 20 72 65 61 6c 20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f 6d 70 61 ...A.real.world.example..A.compa
637a0 6e 79 20 64 72 69 6c 6c 73 20 39 20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 20 65 78 70 6c 6f 72 61 ny.drills.9.wild-cat.oil.explora
637c0 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68 20 61 6e tion.........wells,.each.with.an
637e0 20 65 73 74 69 6d 61 74 65 64 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 .estimated.probability.of.succes
63800 73 20 6f 66 20 30 2e 31 2e 20 41 6c 6c 20 6e 69 6e 65 0a 20 20 20 20 20 20 20 20 77 65 6c 6c 73 s.of.0.1..All.nine.........wells
63820 20 66 61 69 6c 2e 20 57 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f .fail..What.is.the.probability.o
63840 66 20 74 68 61 74 20 68 61 70 70 65 6e 69 6e 67 3f 0a 0a 20 20 20 20 20 20 20 20 4c 65 74 27 73 f.that.happening?..........Let's
63860 20 64 6f 20 32 30 2c 30 30 30 20 74 72 69 61 6c 73 20 6f 66 20 74 68 65 20 6d 6f 64 65 6c 2c 20 .do.20,000.trials.of.the.model,.
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639c0 61 6c 20 60 60 5b 6c 65 66 74 2c 20 72 69 67 68 74 5d 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 al.``[left,.right]``...........T
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63b40 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 .a.`~numpy.random.Generator`.ins
63b60 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 tance.instead;.............pleas
63b80 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 e.see.the.:ref:`random-quick-sta
63ba0 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 rt`...........Parameters........
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63be0 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 .or.array_like.of.floats........
63c00 20 20 20 20 20 4c 6f 77 65 72 20 6c 69 6d 69 74 2e 0a 20 20 20 20 20 20 20 20 6d 6f 64 65 20 3a .....Lower.limit..........mode.:
63c20 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 .float.or.array_like.of.floats..
63c40 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 76 61 6c 75 65 20 77 68 65 72 65 20 74 68 65 20 70 ...........The.value.where.the.p
63c60 65 61 6b 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 63 63 75 72 73 2e 0a eak.of.the.distribution.occurs..
63c80 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 76 61 6c 75 65 20 6d 75 73 74 20 66 75 6c 66 69 ............The.value.must.fulfi
63ca0 6c 6c 20 74 68 65 20 63 6f 6e 64 69 74 69 6f 6e 20 60 60 6c 65 66 74 20 3c 3d 20 6d 6f 64 65 20 ll.the.condition.``left.<=.mode.
63cc0 3c 3d 20 72 69 67 68 74 60 60 2e 0a 20 20 20 20 20 20 20 20 72 69 67 68 74 20 3a 20 66 6c 6f 61 <=.right``..........right.:.floa
63ce0 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 t.or.array_like.of.floats.......
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63d40 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 t.or.tuple.of.ints,.optional....
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63da0 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b ``,.then.............``m.*.n.*.k
63dc0 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 ``.samples.are.drawn...If.size.i
63de0 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 s.``None``.(default),...........
63e00 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 ..a.single.value.is.returned.if.
63e20 60 60 6c 65 66 74 60 60 2c 20 60 60 6d 6f 64 65 60 60 2c 20 61 6e 64 20 60 60 72 69 67 68 74 60 ``left``,.``mode``,.and.``right`
63e40 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 72 73 2e 20 20 `.............are.all.scalars...
63e60 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 65 66 74 2c 20 Otherwise,.``np.broadcast(left,.
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63ea0 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 samples.are.drawn...........Retu
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63ee0 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 :.ndarray.or.scalar.............
63f00 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 Drawn.samples.from.the.parameter
63f20 69 7a 65 64 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 ized.triangular.distribution....
63f40 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......See.Also.........--------
63f60 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 74 72 69 61 6e 67 .........random.Generator.triang
63f80 75 6c 61 72 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e ular:.which.should.be.used.for.n
63fa0 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 ew.code...........Notes.........
63fc0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 -----.........The.probability.de
63fe0 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 74 72 69 61 6e 67 75 6c 61 nsity.function.for.the.triangula
64000 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 r.distribution.is.............ma
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64040 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 32 28 78 2d 6c 29 }...................\frac{2(x-l)
64060 7d 7b 28 72 2d 6c 29 28 6d 2d 6c 29 7d 26 20 5c 74 65 78 74 7b 66 6f 72 20 24 6c 20 5c 6c 65 71 }{(r-l)(m-l)}&.\text{for.$l.\leq
64080 20 78 20 5c 6c 65 71 20 6d 24 7d 2c 5c 5c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .x.\leq.m$},\\..................
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640c0 74 7b 66 6f 72 20 24 6d 20 5c 6c 65 71 20 78 20 5c 6c 65 71 20 72 24 7d 2c 5c 5c 0a 20 20 20 20 t{for.$m.\leq.x.\leq.r$},\\.....
640e0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 30 26 20 5c 74 65 78 74 7b 6f 74 68 65 72 77 69 73 65 ..............0&.\text{otherwise
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64120 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 ..........The.triangular.distrib
64140 75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 69 6e 20 69 6c 6c 2d 64 65 66 69 6e ution.is.often.used.in.ill-defin
64160 65 64 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c 65 6d 73 20 77 68 65 72 65 20 74 68 65 20 75 6e ed.........problems.where.the.un
64180 64 65 72 6c 79 69 6e 67 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6e 6f 74 20 6b 6e 6f derlying.distribution.is.not.kno
641a0 77 6e 2c 20 62 75 74 0a 20 20 20 20 20 20 20 20 73 6f 6d 65 20 6b 6e 6f 77 6c 65 64 67 65 20 6f wn,.but.........some.knowledge.o
641c0 66 20 74 68 65 20 6c 69 6d 69 74 73 20 61 6e 64 20 6d 6f 64 65 20 65 78 69 73 74 73 2e 20 4f 66 f.the.limits.and.mode.exists..Of
641e0 74 65 6e 20 69 74 20 69 73 20 75 73 65 64 0a 20 20 20 20 20 20 20 20 69 6e 20 73 69 6d 75 6c 61 ten.it.is.used.........in.simula
64200 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 tions...........References......
64220 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 69 6b ...----------............[1].Wik
64240 69 70 65 64 69 61 2c 20 22 54 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e ipedia,."Triangular.distribution
64260 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 "................https://en.wiki
64280 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 54 72 69 61 6e 67 75 6c 61 72 5f 64 69 73 74 72 69 pedia.org/wiki/Triangular_distri
642a0 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 bution..........Examples........
642c0 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 .--------.........Draw.values.fr
642e0 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 om.the.distribution.and.plot.the
64300 20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 .histogram:..........>>>.import.
64320 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 matplotlib.pyplot.as.plt........
64340 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 74 72 69 61 .>>>.h.=.plt.hist(np.random.tria
64360 6e 67 75 6c 61 72 28 2d 33 2c 20 30 2c 20 38 2c 20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32 ngular(-3,.0,.8,.100000),.bins=2
64380 30 30 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 65 6e 00,..........................den
643a0 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 sity=True).........>>>.plt.show(
643c0 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 )...............................
643e0 0a 20 20 20 20 20 20 20 20 77 61 6c 64 28 6d 65 61 6e 2c 20 73 63 61 6c 65 2c 20 73 69 7a 65 3d .........wald(mean,.scale,.size=
64400 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d None)..........Draw.samples.from
64420 20 61 20 57 61 6c 64 2c 20 6f 72 20 69 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 2c 20 64 69 .a.Wald,.or.inverse.Gaussian,.di
64440 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 41 73 20 74 68 65 20 73 63 61 6c stribution...........As.the.scal
64460 65 20 61 70 70 72 6f 61 63 68 65 73 20 69 6e 66 69 6e 69 74 79 2c 20 74 68 65 20 64 69 73 74 72 e.approaches.infinity,.the.distr
64480 69 62 75 74 69 6f 6e 20 62 65 63 6f 6d 65 73 20 6d 6f 72 65 20 6c 69 6b 65 20 61 0a 20 20 20 20 ibution.becomes.more.like.a.....
644a0 20 20 20 20 47 61 75 73 73 69 61 6e 2e 20 53 6f 6d 65 20 72 65 66 65 72 65 6e 63 65 73 20 63 6c ....Gaussian..Some.references.cl
644c0 61 69 6d 20 74 68 61 74 20 74 68 65 20 57 61 6c 64 20 69 73 20 61 6e 20 69 6e 76 65 72 73 65 20 aim.that.the.Wald.is.an.inverse.
644e0 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 6d 65 61 6e 20 65 71 75 61 6c Gaussian.........with.mean.equal
64500 20 74 6f 20 31 2c 20 62 75 74 20 74 68 69 73 20 69 73 20 62 79 20 6e 6f 20 6d 65 61 6e 73 20 75 .to.1,.but.this.is.by.no.means.u
64520 6e 69 76 65 72 73 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 69 6e 76 65 72 73 65 20 47 niversal...........The.inverse.G
64540 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 61 73 20 66 69 72 73 74 20 73 aussian.distribution.was.first.s
64560 74 75 64 69 65 64 20 69 6e 20 72 65 6c 61 74 69 6f 6e 73 68 69 70 20 74 6f 0a 20 20 20 20 20 20 tudied.in.relationship.to.......
64580 20 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f 6e 2e 20 49 6e 20 31 39 35 36 20 4d 2e 43 2e 4b ..Brownian.motion..In.1956.M.C.K
645a0 2e 20 54 77 65 65 64 69 65 20 75 73 65 64 20 74 68 65 20 6e 61 6d 65 20 69 6e 76 65 72 73 65 20 ..Tweedie.used.the.name.inverse.
645c0 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 20 62 65 63 61 75 73 65 20 74 68 65 72 65 20 69 Gaussian.........because.there.i
645e0 73 20 61 6e 20 69 6e 76 65 72 73 65 20 72 65 6c 61 74 69 6f 6e 73 68 69 70 20 62 65 74 77 65 65 s.an.inverse.relationship.betwee
64600 6e 20 74 68 65 20 74 69 6d 65 20 74 6f 20 63 6f 76 65 72 20 61 0a 20 20 20 20 20 20 20 20 75 6e n.the.time.to.cover.a.........un
64620 69 74 20 64 69 73 74 61 6e 63 65 20 61 6e 64 20 64 69 73 74 61 6e 63 65 20 63 6f 76 65 72 65 64 it.distance.and.distance.covered
64640 20 69 6e 20 75 6e 69 74 20 74 69 6d 65 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a .in.unit.time..............note:
64660 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 :.............New.code.should.us
64680 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77 e.the.`~numpy.random.Generator.w
646a0 61 6c 64 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e ald`.............method.of.a.`~n
646c0 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 umpy.random.Generator`.instance.
646e0 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
64700 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a the.:ref:`random-quick-start`...
64720 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........Parameters.........-----
64740 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65 61 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 -----.........mean.:.float.or.ar
64760 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 ray_like.of.floats.............D
64780 69 73 74 72 69 62 75 74 69 6f 6e 20 6d 65 61 6e 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 istribution.mean,.must.be.>.0...
647a0 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 .......scale.:.float.or.array_li
647c0 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 70 ke.of.floats.............Scale.p
647e0 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 arameter,.must.be.>.0..........s
64800 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 ize.:.int.or.tuple.of.ints,.opti
64820 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 onal.............Output.shape...
64840 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 If.the.given.shape.is,.e.g.,.``(
64860 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d m,.n,.k)``,.then.............``m
64880 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 .*.n.*.k``.samples.are.drawn...I
648a0 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 f.size.is.``None``.(default),...
648c0 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 ..........a.single.value.is.retu
648e0 72 6e 65 64 20 69 66 20 60 60 6d 65 61 6e 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 rned.if.``mean``.and.``scale``.a
64900 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 re.both.scalars..............Oth
64920 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 65 61 6e 2c 20 73 63 61 erwise,.``np.broadcast(mean,.sca
64940 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 le).size``.samples.are.drawn....
64960 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 .......Returns.........-------..
64980 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 .......out.:.ndarray.or.scalar..
649a0 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
649c0 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 61 6c 64 20 64 69 73 74 72 69 62 75 74 69 6f e.parameterized.Wald.distributio
649e0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d n...........See.Also.........---
64a00 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77 -----.........random.Generator.w
64a20 61 6c 64 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 ald:.which.should.be.used.for.ne
64a40 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d w.code...........Notes.........-
64a60 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e ----.........The.probability.den
64a80 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 57 61 6c 64 20 64 69 73 74 72 sity.function.for.the.Wald.distr
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64c40 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d ...........References.........--
64c60 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e --------............[1].Brighton
64c80 20 57 65 62 73 20 4c 74 64 2e 2c 20 57 61 6c 64 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 .Webs.Ltd.,.Wald.Distribution,..
64ca0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 ..............https://web.archiv
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64d00 69 62 75 74 69 6f 6e 73 2f 77 61 6c 64 2e 61 73 70 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d ibutions/wald.asp............[2]
64d20 20 43 68 68 69 6b 61 72 61 2c 20 52 61 6a 20 53 2e 2c 20 61 6e 64 20 46 6f 6c 6b 73 2c 20 4a 2e .Chhikara,.Raj.S.,.and.Folks,.J.
64d40 20 4c 65 72 6f 79 2c 20 22 54 68 65 20 49 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20 .Leroy,."The.Inverse.Gaussian...
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64dc0 38 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 49 88.............[3].Wikipedia,."I
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64e80 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 from.the.distribution.and.plot.t
64ea0 68 65 20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 he.histogram:..........>>>.impor
64ec0 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 t.matplotlib.pyplot.as.plt......
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64f00 6c 64 28 33 2c 20 32 2c 20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 ld(3,.2,.100000),.bins=200,.dens
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64f40 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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65040 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 code.should.use.the.`~numpy.rand
65060 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 79 6c 65 69 67 68 60 0a 20 20 20 20 20 20 20 20 20 om.Generator.rayleigh`..........
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650a0 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 nerator`.instance.instead;......
650c0 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 .......please.see.the.:ref:`rand
650e0 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 om-quick-start`...........Parame
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65140 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c loats,.optional.............Scal
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651e0 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 ape...If.the.given.shape.is,.e.g
65200 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 .,.``(m,.n,.k)``,.then..........
65220 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 ...``m.*.n.*.k``.samples.are.dra
65240 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c wn...If.size.is.``None``.(defaul
65260 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 t),.............a.single.value.i
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652a0 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e lar...Otherwise,.............``n
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652e0 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 e.drawn...........Returns.......
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65320 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 or.scalar.............Drawn.samp
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65380 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e lso.........--------.........ran
653a0 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 79 6c 65 69 67 68 3a 20 77 68 69 63 68 20 73 68 dom.Generator.rayleigh:.which.sh
653c0 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 ould.be.used.for.new.code.......
653e0 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 ....Notes.........-----.........
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65420 20 66 6f 72 20 74 68 65 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 .for.the.Rayleigh.distribution.i
65440 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 73 63 61 6c 65 29 20 s.............math::.P(x;scale).
65460 3d 20 5c 66 72 61 63 7b 78 7d 7b 73 63 61 6c 65 5e 32 7d 65 5e 7b 5c 66 72 61 63 7b 2d 78 5e 32 =.\frac{x}{scale^2}e^{\frac{-x^2
65480 7d 7b 32 20 5c 63 64 6f 74 70 20 73 63 61 6c 65 5e 32 7d 7d 0a 0a 20 20 20 20 20 20 20 20 54 68 }{2.\cdotp.scale^2}}..........Th
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654e0 20 20 20 20 20 20 61 6e 64 20 4e 6f 72 74 68 20 63 6f 6d 70 6f 6e 65 6e 74 73 20 6f 66 20 74 68 ......and.North.components.of.th
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655a0 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 .....----------............[1].B
655c0 72 69 67 68 74 6f 6e 20 57 65 62 73 20 4c 74 64 2e 2c 20 22 52 61 79 6c 65 69 67 68 20 44 69 73 righton.Webs.Ltd.,."Rayleigh.Dis
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65600 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 65 2e 6f 72 67 2f 77 65 62 2f 32 30 30 39 30 35 31 34 30 ://web.archive.org/web/200905140
65620 39 31 34 32 34 2f 68 74 74 70 3a 2f 2f 62 72 69 67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b 91424/http://brighton-webs.co.uk
65640 3a 38 30 2f 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2f 72 61 79 6c 65 69 67 68 2e 61 73 70 0a 20 :80/distributions/rayleigh.asp..
65660 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 52 61 79 6c 65 69 ..........[2].Wikipedia,."Raylei
65680 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 gh.distribution"................
656a0 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 52 61 https://en.wikipedia.org/wiki/Ra
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657c0 20 20 57 61 76 65 20 68 65 69 67 68 74 73 20 74 65 6e 64 20 74 6f 20 66 6f 6c 6c 6f 77 20 61 20 ..Wave.heights.tend.to.follow.a.
657e0 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 49 66 20 74 68 65 20 6d 65 Rayleigh.distribution..If.the.me
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66340 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 ........----------............[1
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66ec0 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 .k)``,.then.............``m.*.n.
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67020 65 74 65 72 69 7a 65 64 20 6c 6f 67 69 73 74 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a eterized.logistic.distribution..
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67060 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 67 69 73 74 69 63 20 --.........scipy.stats.logistic.
67080 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 :.probability.density.function,.
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67120 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d de...........Notes.........-----
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671c0 2d 28 78 2d 5c 6d 75 29 2f 73 7d 29 5e 32 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 -(x-\mu)/s})^2},..........where.
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672e0 75 73 65 64 20 69 6e 20 74 68 65 20 45 6c 6f 20 72 61 6e 6b 69 6e 67 0a 20 20 20 20 20 20 20 20 used.in.the.Elo.ranking.........
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67360 69 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 iable...........References......
67380 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 52 65 69 ...----------............[1].Rei
673a0 73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 20 4d 2e 20 28 32 30 30 31 29 2c 20 ss,.R.-D..and.Thomas.M..(2001),.
673c0 22 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 0a 20 20 20 20 20 20 20 "Statistical.Analysis.of........
673e0 20 20 20 20 20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 73 2c 20 66 72 6f 6d 20 49 6e 73 ........Extreme.Values,.from.Ins
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67420 74 68 65 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 69 65 6c 64 73 2c 22 20 42 69 72 ther................Fields,".Bir
67440 6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 42 61 73 65 6c 2c 20 70 70 20 31 33 32 2d 31 33 khauser.Verlag,.Basel,.pp.132-13
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67480 63 20 57 2e 20 22 4c 6f 67 69 73 74 69 63 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 c.W.."Logistic.Distribution.".Fr
674a0 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 om................MathWorld--A.W
674c0 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 olfram.Web.Resource.............
674e0 20 20 20 20 68 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f ....https://mathworld.wolfram.co
67500 6d 2f 4c 6f 67 69 73 74 69 63 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 m/LogisticDistribution.html.....
67520 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4c 6f 67 69 73 74 69 63 2d .......[3].Wikipedia,."Logistic-
67540 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 distribution",................ht
67560 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 4c 6f 67 69 tps://en.wikipedia.org/wiki/Logi
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675a0 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 les.........--------.........Dra
675c0 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a w.samples.from.the.distribution:
675e0 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 6f 63 2c 20 73 63 61 6c 65 20 3d 20 31 30 2c 20 31 ..........>>>.loc,.scale.=.10,.1
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67620 74 69 63 28 6c 6f 63 2c 20 73 63 61 6c 65 2c 20 31 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e tic(loc,.scale,.10000).........>
67640 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 >>.import.matplotlib.pyplot.as.p
67660 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f lt.........>>>.count,.bins,.igno
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67780 28 62 69 6e 73 2c 20 6c 67 73 74 5f 76 61 6c 20 2a 20 63 6f 75 6e 74 2e 6d 61 78 28 29 20 2f 20 (bins,.lgst_val.*.count.max()./.
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677c0 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 show()..........................
677e0 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 .........gumbel(loc=0.0,.scale=1
67800 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d .0,.size=None)..........Draw.sam
67820 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e ples.from.a.Gumbel.distribution.
67840 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 ..........Draw.samples.from.a.Gu
67860 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 mbel.distribution.with.specified
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678c0 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 73 65 65 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 .distribution,.see.........Notes
678e0 20 61 6e 64 20 52 65 66 65 72 65 6e 63 65 73 20 62 65 6c 6f 77 2e 0a 0a 20 20 20 20 20 20 20 20 .and.References.below...........
67900 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 ...note::.............New.code.s
67920 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e hould.use.the.`~numpy.random.Gen
67940 65 72 61 74 6f 72 2e 67 75 6d 62 65 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f erator.gumbel`.............metho
67960 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 d.of.a.`~numpy.random.Generator`
67980 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 .instance.instead;.............p
679a0 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b lease.see.the.:ref:`random-quick
679c0 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 -start`...........Parameters....
679e0 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c .....----------.........loc.:.fl
67a00 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 oat.or.array_like.of.floats,.opt
67a20 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 6c 6f 63 61 74 69 6f 6e 20 6f ional.............The.location.o
67a40 66 20 74 68 65 20 6d 6f 64 65 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 f.the.mode.of.the.distribution..
67a60 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c Default.is.0..........scale.:.fl
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67aa0 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 73 63 61 6c 65 20 70 61 72 61 ional.............The.scale.para
67ac0 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 meter.of.the.distribution..Defau
67ae0 6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20 lt.is.1..Must.be.non-...........
67b00 20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f ..negative..........size.:.int.o
67b20 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 r.tuple.of.ints,.optional.......
67b40 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 ......Output.shape...If.the.give
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67ba0 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 samples.are.drawn...If.size.is.`
67bc0 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 `None``.(default),.............a
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67c60 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e mples.are.drawn...........Return
67c80 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 s.........-------.........out.:.
67ca0 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 ndarray.or.scalar.............Dr
67cc0 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a awn.samples.from.the.parameteriz
67ce0 65 64 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 ed.Gumbel.distribution..........
67d00 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .See.Also.........--------......
67d20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62 65 6c 5f 6c 0a 20 20 20 20 20 20 20 20 ...scipy.stats.gumbel_l.........
67d40 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62 65 6c 5f 72 0a 20 20 20 20 20 20 20 20 73 63 69 scipy.stats.gumbel_r.........sci
67d60 70 79 2e 73 74 61 74 73 2e 67 65 6e 65 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 77 65 69 62 py.stats.genextreme.........weib
67d80 75 6c 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 75 6d ull.........random.Generator.gum
67da0 62 65 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 bel:.which.should.be.used.for.ne
67dc0 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d w.code...........Notes.........-
67de0 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6f 72 20 53 6d 61 6c ----.........The.Gumbel.(or.Smal
67e00 6c 65 73 74 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 28 53 45 56 29 20 6f 72 20 74 68 65 20 lest.Extreme.Value.(SEV).or.the.
67e20 53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 54 Smallest.Extreme.........Value.T
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67e60 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 0a 20 20 20 class.of.Generalized.Extreme....
67e80 20 20 20 20 20 56 61 6c 75 65 20 28 47 45 56 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 75 .....Value.(GEV).distributions.u
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67ec0 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 69 73 20 61 20 oblems..........The.Gumbel.is.a.
67ee0 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 45 78 74 72 65 6d 65 20 56 61 6c 75 special.case.of.the.Extreme.Valu
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67f40 74 68 20 22 65 78 70 6f 6e 65 6e 74 69 61 6c 2d 6c 69 6b 65 22 20 74 61 69 6c 73 2e 0a 0a 20 20 th."exponential-like".tails.....
67f60 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f ......The.probability.density.fo
67f80 72 20 74 68 65 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 r.the.Gumbel.distribution.is....
67fa0 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 65 5e 7b .........math::.p(x).=.\frac{e^{
67fc0 2d 28 78 20 2d 20 5c 6d 75 29 2f 20 5c 62 65 74 61 7d 7d 7b 5c 62 65 74 61 7d 20 65 5e 7b 20 2d -(x.-.\mu)/.\beta}}{\beta}.e^{.-
67fe0 65 5e 7b 2d 28 78 20 2d 20 5c 6d 75 29 2f 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 e^{-(x.-.\mu)/..................
68000 20 5c 62 65 74 61 7d 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 .\beta}},..........where.:math:`
68020 5c 6d 75 60 20 69 73 20 74 68 65 20 6d 6f 64 65 2c 20 61 20 6c 6f 63 61 74 69 6f 6e 20 70 61 72 \mu`.is.the.mode,.a.location.par
68040 61 6d 65 74 65 72 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 62 65 74 61 ameter,.and.........:math:`\beta
68060 60 20 69 73 20 74 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 2e 0a 0a 20 20 20 20 20 `.is.the.scale.parameter........
68080 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6e 61 6d 65 64 20 66 6f 72 20 47 65 72 6d 61 6e 20 ...The.Gumbel.(named.for.German.
680a0 6d 61 74 68 65 6d 61 74 69 63 69 61 6e 20 45 6d 69 6c 20 4a 75 6c 69 75 73 20 47 75 6d 62 65 6c mathematician.Emil.Julius.Gumbel
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68f80 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e ``m.*.n.*.k``.samples.are.drawn.
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69060 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a ........Returns.........-------.
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691e0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 65 ..............................\e
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695c0 70 6c 61 63 65 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e placeDistribution.html..........
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698e0 6c 6f 74 28 78 2c 67 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 lot(x,g)........................
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69f40 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 43 68 72 69 73 74 69 61 6e 20 4b 6c 65 ---............[1].Christian.Kle
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6a040 4d 61 6e 75 61 6c 2c 20 56 6f 6c 75 6d 65 20 32 3a 20 4c 65 74 20 53 75 62 63 6f 6d 6d 61 6e 64 Manual,.Volume.2:.Let.Subcommand
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6a860 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c scale.parameter.........:math:`\
6a880 6c 61 6d 62 64 61 60 20 69 73 20 6a 75 73 74 20 3a 6d 61 74 68 3a 60 58 20 3d 20 5c 6c 61 6d 62 lambda`.is.just.:math:`X.=.\lamb
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6ade0 70 72 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 63 6c 61 73 73 20 69 6e 63 problems..........This.class.inc
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6ae20 74 72 69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 tributions...........The.probabi
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6ae80 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 61 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 p(x).=.\frac{a}.................
6aea0 20 20 20 20 20 20 20 20 20 7b 5c 6c 61 6d 62 64 61 7d 28 5c 66 72 61 63 7b 78 7d 7b 5c 6c 61 6d .........{\lambda}(\frac{x}{\lam
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6aee0 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73 ........where.:math:`a`.is.the.s
6af00 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 20 74 68 65 20 73 63 61 hape.and.:math:`\lambda`.the.sca
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6af80 60 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 60 60 61 20 3d 20 31 60 60 2c 20 74 68 65 20 `...........When.``a.=.1``,.the.
6afa0 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 64 75 63 65 73 20 74 6f 20 Weibull.distribution.reduces.to.
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6b000 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 61 6c 6f ..----------............[1].Walo
6b020 64 64 69 20 57 65 69 62 75 6c 6c 2c 20 52 6f 79 61 6c 20 54 65 63 68 6e 69 63 61 6c 20 55 6e 69 ddi.Weibull,.Royal.Technical.Uni
6b040 76 65 72 73 69 74 79 2c 20 53 74 6f 63 6b 68 6f 6c 6d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 versity,.Stockholm,.............
6b060 20 20 20 31 39 33 39 20 22 41 20 53 74 61 74 69 73 74 69 63 61 6c 20 54 68 65 6f 72 79 20 4f 66 ...1939."A.Statistical.Theory.Of
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6b0a0 20 20 20 20 20 20 20 20 20 20 20 20 49 6e 67 65 6e 69 6f 72 73 76 65 74 65 6e 73 6b 61 70 73 61 ............Ingeniorsvetenskapsa
6b0c0 6b 61 64 65 6d 69 65 6e 73 20 48 61 6e 64 6c 69 6e 67 61 72 20 4e 72 20 31 35 31 2c 20 31 39 33 kademiens.Handlingar.Nr.151,.193
6b0e0 39 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 6c 73 74 61 62 65 6e 73 9,................Generalstabens
6b100 20 4c 69 74 6f 67 72 61 66 69 73 6b 61 20 41 6e 73 74 61 6c 74 73 20 46 6f 72 6c 61 67 2c 20 53 .Litografiska.Anstalts.Forlag,.S
6b120 74 6f 63 6b 68 6f 6c 6d 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 61 6c 6f 64 64 69 tockholm.............[2].Waloddi
6b140 20 57 65 69 62 75 6c 6c 2c 20 22 41 20 53 74 61 74 69 73 74 69 63 61 6c 20 44 69 73 74 72 69 62 .Weibull,."A.Statistical.Distrib
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6b540 6f 20 49 49 20 6f 72 20 4c 6f 6d 61 78 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a o.II.or.Lomax.distribution.with.
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6c120 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 ......----------............[1].
6c140 46 72 61 6e 63 69 73 20 48 75 6e 74 20 61 6e 64 20 50 61 75 6c 20 4a 6f 68 6e 73 6f 6e 2c 20 4f Francis.Hunt.and.Paul.Johnson,.O
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6c180 20 20 20 20 20 20 20 20 20 20 20 20 53 6f 75 72 63 65 66 6f 72 67 65 20 70 72 6f 6a 65 63 74 73 ............Sourceforge.projects
6c1a0 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 50 61 72 65 74 6f 2c 20 56 2e 20 28 31 38 39 .............[2].Pareto,.V..(189
6c1c0 36 29 2e 20 43 6f 75 72 73 65 20 6f 66 20 50 6f 6c 69 74 69 63 61 6c 20 45 63 6f 6e 6f 6d 79 2e 6)..Course.of.Political.Economy.
6c1e0 20 4c 61 75 73 61 6e 6e 65 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 52 65 69 73 73 2c .Lausanne.............[3].Reiss,
6c200 20 52 2e 44 2e 2c 20 54 68 6f 6d 61 73 2c 20 4d 2e 28 32 30 30 31 29 2c 20 53 74 61 74 69 73 74 .R.D.,.Thomas,.M.(2001),.Statist
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6c700 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 .New.code.should.use.the.`~numpy
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6eae0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4e 49 53 54 2f 53 45 4d 41 54 45 -----............[1].NIST/SEMATE
6eb00 43 48 20 65 2d 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 74 61 74 69 73 74 69 63 61 6c 20 4d 65 74 CH.e-Handbook.of.Statistical.Met
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6eb60 2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f /www.itl.nist.gov/div898/handboo
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6ed00 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d he.distribution:..........>>>.im
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6ed60 5f 63 61 75 63 68 79 28 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d _cauchy(1000000).........>>>.s.=
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6ede0 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 .........>>>.plt.show().........
6ee00 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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6ee40 2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 ,.nonc,.size=None)..........Draw
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6eec0 69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 0a 20 ibution.is.a.generalization.of..
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6ef00 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 bution..............note::......
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6ef40 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 ...........`~numpy.random.Genera
6ef60 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 60 0a 20 20 20 20 20 20 tor.noncentral_chisquare`.......
6ef80 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d ......method.of.a.`~numpy.random
6efa0 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 .Generator`.instance.instead;...
6efc0 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 ..........please.see.the.:ref:`r
6efe0 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 andom-quick-start`...........Par
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6f040 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 loats.............Degrees.of.fre
6f060 65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 20 edom,.must.be.>.0..........nonc.
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6f0a0 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 2c 20 6d 75 73 74 ............Non-centrality,.must
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6f1c0 69 66 20 60 60 64 66 60 60 20 61 6e 64 20 60 60 6e 6f 6e 63 60 60 20 61 72 65 20 62 6f 74 68 20 if.``df``.and.``nonc``.are.both.
6f1e0 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 scalars..............Otherwise,.
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6f220 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 samples.are.drawn...........Retu
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6f280 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 Drawn.samples.from.the.parameter
6f2a0 69 7a 65 64 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 ized.noncentral.chi-square.distr
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6f2e0 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 ...--------.........random.Gener
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6f340 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .......Notes.........-----......
6f360 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 ...The.probability.density.funct
6f380 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 43 68 69 2d 73 71 75 61 72 ion.for.the.noncentral.Chi-squar
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6f3e0 5e 7b 5c 69 6e 66 74 79 7d 5f 7b 69 3d 30 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 ^{\infty}_{i=0}.................
6f400 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 65 5e 7b 2d 6e 6f 6e 63 2f 32 7d ...............\frac{e^{-nonc/2}
6f420 28 6e 6f 6e 63 2f 32 29 5e 7b 69 7d 7d 7b 69 21 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 (nonc/2)^{i}}{i!}...............
6f440 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 50 5f 7b 59 5f 7b 64 66 2b 32 69 7d 7d 28 78 .................P_{Y_{df+2i}}(x
6f460 29 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 59 5f 7b 71 7d 60 20 ),..........where.:math:`Y_{q}`.
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6f4a0 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 .of.freedom...........References
6f4c0 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b .........----------............[
6f4e0 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 71 1].Wikipedia,."Noncentral.chi-sq
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6f520 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 ...https://en.wikipedia.org/wiki
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70140 6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74 math:`\Gamma`.is.the.gamma.funct
70160 69 6f 6e 2c 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 5c 47 61 6d 6d 61 28 78 ion,.............math::.\Gamma(x
70180 29 20 3d 20 5c 69 6e 74 5f 30 5e 7b 2d 5c 69 6e 66 74 79 7d 20 74 5e 7b 78 20 2d 20 31 7d 20 65 ).=.\int_0^{-\infty}.t^{x.-.1}.e
701a0 5e 7b 2d 74 7d 20 64 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 ^{-t}.dt...........References...
701c0 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 ......----------............[1].
701e0 4e 49 53 54 20 22 45 6e 67 69 6e 65 65 72 69 6e 67 20 53 74 61 74 69 73 74 69 63 73 20 48 61 6e NIST."Engineering.Statistics.Han
70200 64 62 6f 6f 6b 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 dbook"................https://ww
70220 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f 6b 2f 65 w.itl.nist.gov/div898/handbook/e
70240 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 33 36 36 36 2e 68 74 6d 0a 0a 20 20 20 20 20 20 20 da/section3/eda3666.htm.........
70260 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .Examples.........--------......
70280 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63 68 69 73 71 75 61 72 65 28 32 2c 34 29 0a ...>>>.np.random.chisquare(2,4).
702a0 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20 31 2e 38 39 39 32 30 30 31 34 2c 20 20 39 2e 30 ........array([.1.89920014,..9.0
702c0 30 38 36 37 37 31 36 2c 20 20 33 2e 31 33 37 31 30 35 33 33 2c 20 20 35 2e 36 32 33 31 38 32 37 0867716,..3.13710533,..5.6231827
702e0 32 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 2]).#.random....................
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703e0 69 6e 20 6e 75 6d 65 72 61 74 6f 72 29 20 61 6e 64 20 60 64 66 64 65 6e 60 20 28 64 65 67 72 65 in.numerator).and.`dfden`.(degre
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70420 61 74 6f 72 29 2c 20 77 68 65 72 65 20 62 6f 74 68 20 70 61 72 61 6d 65 74 65 72 73 20 3e 20 31 ator),.where.both.parameters.>.1
70440 2e 0a 20 20 20 20 20 20 20 20 60 6e 6f 6e 63 60 20 69 73 20 74 68 65 20 6e 6f 6e 2d 63 65 6e 74 ..........`nonc`.is.the.non-cent
70460 72 61 6c 69 74 79 20 70 61 72 61 6d 65 74 65 72 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f rality.parameter..............no
70480 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 te::.............New.code.should
704a0 20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e .use.the.............`~numpy.ran
704c0 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 60 0a 20 20 20 20 dom.Generator.noncentral_f`.....
704e0 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 ........method.of.a.`~numpy.rand
70500 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a om.Generator`.instance.instead;.
70520 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a ............please.see.the.:ref:
70540 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 `random-quick-start`...........P
70560 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 arameters.........----------....
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70680 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 20 70 61 72 61 6d 65 74 65 72 2c 20 74 68 65 20 ..Non-centrality.parameter,.the.
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706e0 3d 20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 =.0..........size.:.int.or.tuple
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70760 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 ...........``m.*.n.*.k``.samples
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70860 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 are.drawn...........Returns.....
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70900 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a ......See.Also.........--------.
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709a0 74 68 65 20 70 6f 77 65 72 20 6f 66 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 20 28 70 6f 77 65 the.power.of.an.experiment.(powe
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709e0 74 69 6e 67 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 77 68 65 6e 20 61 20 ting.the.null.hypothesis.when.a.
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70a60 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 0a 20 20 20 20 20 20 20 20 74 72 75 65 2c 20 ull.hypothesis.is.........true,.
70a80 74 68 65 20 46 20 73 74 61 74 69 73 74 69 63 20 66 6f 6c 6c 6f 77 73 20 61 20 63 65 6e 74 72 61 the.F.statistic.follows.a.centra
70aa0 6c 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 57 68 65 6e 20 74 68 65 20 6e 75 6c 6c 0a l.F.distribution..When.the.null.
70ac0 20 20 20 20 20 20 20 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 20 6e 6f 74 20 74 72 75 65 2c 20 ........hypothesis.is.not.true,.
70ae0 74 68 65 6e 20 69 74 20 66 6f 6c 6c 6f 77 73 20 61 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 20 46 20 then.it.follows.a.non-central.F.
70b00 73 74 61 74 69 73 74 69 63 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 statistic...........References..
70b20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d .......----------............[1]
70b40 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 .Weisstein,.Eric.W.."Noncentral.
70b60 46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 F-Distribution."................
70b80 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 From.MathWorld--A.Wolfram.Web.Re
70ba0 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 6d source.................https://m
70bc0 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4e 6f 6e 63 65 6e 74 72 61 6c 46 athworld.wolfram.com/NoncentralF
70be0 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 -Distribution.html............[2
70c00 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 46 2d 64 69 73 74 72 ].Wikipedia,."Noncentral.F-distr
70c20 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f ibution",................https:/
70c40 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 4e 6f 6e 63 65 6e 74 72 61 /en.wikipedia.org/wiki/Noncentra
70c60 6c 5f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c l_F-distribution..........Exampl
70c80 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 49 6e 20 61 es.........--------.........In.a
70ca0 20 73 74 75 64 79 2c 20 74 65 73 74 69 6e 67 20 66 6f 72 20 61 20 73 70 65 63 69 66 69 63 20 61 .study,.testing.for.a.specific.a
70cc0 6c 74 65 72 6e 61 74 69 76 65 20 74 6f 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 lternative.to.the.null.hypothesi
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70d20 20 74 6f 20 63 61 6c 63 75 6c 61 74 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 61 72 65 61 20 69 .to.calculate.the.........area.i
70d40 6e 20 74 68 65 20 74 61 69 6c 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 n.the.tail.of.the.distribution.t
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70da0 20 68 79 70 6f 74 68 65 73 69 73 2e 20 20 57 65 27 6c 6c 20 70 6c 6f 74 20 74 68 65 20 74 77 6f .hypothesis...We'll.plot.the.two
70dc0 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f .probability.........distributio
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70f20 2e 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 .f(dfnum,.dfden,.1000000).......
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718e0 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........References.........-----
71900 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61 -----............[1].Glantz,.Sta
71920 6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73 nton.A.."Primer.of.Biostatistics
71940 2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .",.McGraw-Hill,................
71960 46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 Fifth.Edition,.2002.............
71980 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c [2].Wikipedia,."F-distribution",
719a0 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 ................https://en.wikip
719c0 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 edia.org/wiki/F-distribution....
719e0 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a ......Examples.........--------.
71a00 20 20 20 20 20 20 20 20 41 6e 20 65 78 61 6d 70 6c 65 20 66 72 6f 6d 20 47 6c 61 6e 74 7a 5b 31 ........An.example.from.Glantz[1
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71a40 2c 20 63 68 69 6c 64 72 65 6e 20 6f 66 20 64 69 61 62 65 74 69 63 73 20 28 32 35 20 70 65 6f 70 ,.children.of.diabetics.(25.peop
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721e0 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 ``(m,.n,.k)``,.then.............
72200 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e ``m.*.n.*.k``.samples.are.drawn.
72220 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c ..If.size.is.``None``.(default),
72240 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 .............a.single.value.is.r
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722a0 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 73 68 61 70 65 .Otherwise,.``np.broadcast(shape
722c0 2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 ,.scale).size``.samples.are.draw
722e0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d n...........Returns.........----
72300 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 ---.........out.:.ndarray.or.sca
72320 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 lar.............Drawn.samples.fr
72340 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 67 61 6d 6d 61 20 64 69 73 74 72 om.the.parameterized.gamma.distr
72360 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 ibution...........See.Also......
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723a0 67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 gamma.:.probability.density.func
723c0 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 tion,.distribution.or...........
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72400 74 63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d tc..........random.Generator.gam
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72440 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d .code...........Notes.........--
72460 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 ---.........The.probability.dens
72480 69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 ity.for.the.Gamma.distribution.i
724a0 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 78 5e 7b 6b s.............math::.p(x).=.x^{k
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724e0 5c 47 61 6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 \Gamma(k)},..........where.:math
72500 3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68 :`k`.is.the.shape.and.:math:`\th
72520 65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74 eta`.the.scale,.........and.:mat
72540 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e h:`\Gamma`.is.the.Gamma.function
72560 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f ...........The.Gamma.distributio
72580 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20 6d 6f 64 65 6c 20 74 68 65 20 74 69 6d n.is.often.used.to.model.the.tim
725a0 65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20 20 20 20 20 20 20 65 6c 65 63 74 72 6f es.to.failure.of.........electro
725c0 6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64 20 61 72 69 73 65 73 20 6e 61 74 75 72 nic.components,.and.arises.natur
725e0 61 6c 6c 79 20 69 6e 20 70 72 6f 63 65 73 73 65 73 20 66 6f 72 20 77 68 69 63 68 20 74 68 65 0a ally.in.processes.for.which.the.
72600 20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 50 6f ........waiting.times.between.Po
72620 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65 76 65 6e 74 73 20 61 72 65 20 72 65 6c isson.distributed.events.are.rel
72640 65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 evant...........References......
72660 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 ...----------............[1].Wei
72680 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 75 74 sstein,.Eric.W.."Gamma.Distribut
726a0 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 ion.".From.MathWorld--A.........
726c0 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 .......Wolfram.Web.Resource.....
726e0 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f ............https://mathworld.wo
72700 6c 66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c lfram.com/GammaDistribution.html
72720 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d 6d ............[2].Wikipedia,."Gamm
72740 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 a.distribution",................
72760 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 47 61 https://en.wikipedia.org/wiki/Ga
72780 6d 6d 61 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c mma_distribution..........Exampl
727a0 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 es.........--------.........Draw
727c0 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a .samples.from.the.distribution:.
727e0 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 68 61 70 65 2c 20 73 63 61 6c 65 20 3d 20 32 2e 2c 20 .........>>>.shape,.scale.=.2.,.
72800 32 2e 20 20 23 20 6d 65 61 6e 3d 34 2c 20 73 74 64 3d 32 2a 73 71 72 74 28 32 29 0a 20 20 20 20 2...#.mean=4,.std=2*sqrt(2).....
72820 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 67 61 6d 6d 61 28 73 68 61 70 ....>>>.s.=.np.random.gamma(shap
72840 65 2c 20 73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 e,.scale,.1000)..........Display
72860 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 .the.histogram.of.the.samples,.a
72880 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 long.with.........the.probabilit
728a0 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e y.density.function:..........>>>
728c0 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 .import.matplotlib.pyplot.as.plt
728e0 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 73 63 69 70 79 2e 73 70 65 63 69 61 .........>>>.import.scipy.specia
72900 6c 20 61 73 20 73 70 73 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 l.as.sps..#.doctest:.+SKIP......
72920 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c ...>>>.count,.bins,.ignored.=.pl
72940 74 2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 t.hist(s,.50,.density=True).....
72960 20 20 20 20 3e 3e 3e 20 79 20 3d 20 62 69 6e 73 2a 2a 28 73 68 61 70 65 2d 31 29 2a 28 6e 70 2e ....>>>.y.=.bins**(shape-1)*(np.
72980 65 78 70 28 2d 62 69 6e 73 2f 73 63 61 6c 65 29 20 2f 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b exp(-bins/scale)./..#.doctest:.+
729a0 53 4b 49 50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 SKIP............................
729c0 20 20 20 20 20 20 28 73 70 73 2e 67 61 6d 6d 61 28 73 68 61 70 65 29 2a 73 63 61 6c 65 2a 2a 73 ......(sps.gamma(shape)*scale**s
729e0 68 61 70 65 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 hape)).........>>>.plt.plot(bins
72a00 2c 20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 ,.y,.linewidth=2,.color='r')..#.
72a20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 doctest:.+SKIP.........>>>.plt.s
72a40 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 how()...........................
72a60 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 .........standard_gamma(shape,.s
72a80 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 ize=None)..........Draw.samples.
72aa0 66 72 6f 6d 20 61 20 73 74 61 6e 64 61 72 64 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 from.a.standard.Gamma.distributi
72ac0 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 on...........Samples.are.drawn.f
72ae0 72 6f 6d 20 61 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 rom.a.Gamma.distribution.with.sp
72b00 65 63 69 66 69 65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 73 68 61 70 ecified.parameters,.........shap
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72b40 20 73 63 61 6c 65 3d 31 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 .scale=1..............note::....
72b60 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 .........New.code.should.use.the
72b80 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 .............`~numpy.random.Gene
72ba0 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 60 0a 20 20 20 20 20 20 20 20 20 20 rator.standard_gamma`...........
72bc0 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e ..method.of.a.`~numpy.random.Gen
72be0 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 erator`.instance.instead;.......
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72c20 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 m-quick-start`...........Paramet
72c40 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 ers.........----------.........s
72c60 68 61 70 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c hape.:.float.or.array_like.of.fl
72c80 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 oats.............Parameter,.must
72ca0 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a .be.non-negative..........size.:
72cc0 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a .int.or.tuple.of.ints,.optional.
72ce0 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 ............Output.shape...If.th
72d00 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c e.given.shape.is,.e.g.,.``(m,.n,
72d20 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 .k)``,.then.............``m.*.n.
72d40 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a *.k``.samples.are.drawn...If.siz
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72e00 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 .......Returns.........-------..
72e20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 .......out.:.ndarray.or.scalar..
72e40 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
72e60 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 20 64 e.parameterized.standard.gamma.d
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72ec0 61 74 73 2e 67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 ats.gamma.:.probability.density.
72ee0 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 function,.distribution.or.......
72f00 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f ......cumulative.density.functio
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72f40 2e 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 .standard_gamma:.which.should.be
72f60 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 .used.for.new.code...........Not
72f80 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f es.........-----.........The.pro
72fa0 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64 bability.density.for.the.Gamma.d
72fc0 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a istribution.is.............math:
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73020 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 ..where.:math:`k`.is.the.shape.a
73040 6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68 65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20 nd.:math:`\theta`.the.scale,....
73060 20 20 20 20 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47 .....and.:math:`\Gamma`.is.the.G
73080 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d amma.function...........The.Gamm
730a0 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20 a.distribution.is.often.used.to.
730c0 6d 6f 64 65 6c 20 74 68 65 20 74 69 6d 65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20 model.the.times.to.failure.of...
730e0 20 20 20 20 20 20 65 6c 65 63 74 72 6f 6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64 ......electronic.components,.and
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73120 6f 72 20 77 68 69 63 68 20 74 68 65 0a 20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d or.which.the.........waiting.tim
73140 65 73 20 62 65 74 77 65 65 6e 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65 es.between.Poisson.distributed.e
73160 76 65 6e 74 73 20 61 72 65 20 72 65 6c 65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 vents.are.relevant...........Ref
73180 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 erences.........----------......
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731c0 6d 6d 61 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c mma.Distribution.".From.MathWorl
731e0 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 d--A................Wolfram.Web.
73200 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f Resource.................https:/
73220 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 /mathworld.wolfram.com/GammaDist
73240 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b ribution.html............[2].Wik
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732c0 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......Examples.........--------
732e0 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 .........Draw.samples.from.the.d
73300 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 68 61 70 65 2c istribution:..........>>>.shape,
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73340 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e 64 .........>>>.s.=.np.random.stand
73360 61 72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 31 30 30 30 30 30 30 29 0a 0a 20 20 20 20 20 ard_gamma(shape,.1000000).......
73380 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 ...Display.the.histogram.of.the.
733a0 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 samples,.along.with.........the.
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735a0 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 72 61 6e .0,.size=None)..........Draw.ran
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73820 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 ............New.code.should.use.
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73cc0 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d ode...........Notes.........----
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73d20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 is.............math::.p(x).=.\fr
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73d60 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 65 5e 7b 20 2d 20 5c 66 ........................e^{.-.\f
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79100 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74 28 35 2c 20 73 69 7a 65 3d 28 32 2c 20 34 29 29 p.random.randint(5,.size=(2,.4))
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79140 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 32 2c 20 32 2c 20 random................[3,.2,.2,.
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79880 20 5b 5b 31 38 37 31 37 31 32 39 34 35 2c 20 20 37 35 32 33 30 37 36 36 30 5d 2c 0a 20 20 20 20 .[[1871712945,..752307660],.....
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79960 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 54 72 75 65 2c 20 20 54 72 75 65 5d ,.................[.True,..True]
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79aa0 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 code.should.use.the.............
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79bc0 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 ..........Output.shape...If.the.
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79c80 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a ........Returns.........-------.
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79cc0 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 2e 0a 0a 20 20 20 20 20 ...........Drawn.samples........
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79de0 0a 20 20 20 20 20 20 20 20 65 78 70 6f 6e 65 6e 74 69 61 6c 28 73 63 61 6c 65 3d 31 2e 30 2c 20 .........exponential(scale=1.0,.
79e00 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 size=None)..........Draw.samples
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7c0e0 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 60 6c 65 67 61 63 79 60 20 69 73 20 46 61 6c ..............If.`legacy`.is.Fal
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7c180 20 20 20 20 20 20 20 73 65 74 5f 73 74 61 74 65 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a .......set_state..........Notes.
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7c220 49 66 20 74 68 65 20 69 6e 74 65 72 6e 61 6c 20 73 74 61 74 65 20 69 73 20 6d 61 6e 75 61 6c 6c If.the.internal.state.is.manuall
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7c280 6f 69 6e 67 2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 oing............................
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7c2c0 20 20 52 65 73 65 65 64 20 61 20 6c 65 67 61 63 79 20 4d 54 31 39 39 33 37 20 42 69 74 47 65 6e ..Reseed.a.legacy.MT19937.BitGen
7c2e0 65 72 61 74 6f 72 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d erator..........Notes.........--
7c300 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 69 73 20 61 20 63 6f 6e 76 65 6e 69 65 6e 63 ---.........This.is.a.convenienc
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7c3c0 2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 65 78 61 6d 70 6c 65 20 64 65 6d 6f 6e 73 74 72 61 ..........This.example.demonstra
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7c4e0 52 61 6e 64 6f 6d 53 74 61 74 65 28 4d 54 31 39 39 33 37 28 53 65 65 64 53 65 71 75 65 6e 63 65 RandomState(MT19937(SeedSequence
7c500 28 39 38 37 36 35 34 33 32 31 29 29 29 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 (987654321)))...................
7c520 54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 69 73 20 64 65 70 72 65 63 61 74 65 64 2e 20 50 6c 65 This.function.is.deprecated..Ple
7c540 61 73 65 20 63 61 6c 6c 20 72 61 6e 64 69 6e 74 28 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ase.call.randint(...............
7c560 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c RandomState.standard_exponential
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7c5a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 RandomState.noncentral_chisquare
7c5c0 20 28 6c 69 6e 65 20 32 30 30 31 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .(line.2001)....................
7c5e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 20 RandomState.multivariate_normal.
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7c640 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .1-dimensional..................
7c660 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 61 72 65 20 6e 6f 74 20 6e 6f 6e 2d 6e 65 67 61 74 69 probabilities.are.not.non-negati
7c680 76 65 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ve..............................
7c6a0 6e 75 6d 70 79 2e 5f 63 6f 72 65 2e 75 6d 61 74 68 20 66 61 69 6c 65 64 20 74 6f 20 69 6d 70 6f numpy._core.umath.failed.to.impo
7c6c0 72 74 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 rt..............................
7c6e0 6e 75 6d 70 79 2e 5f 63 6f 72 65 2e 6d 75 6c 74 69 61 72 72 61 79 20 66 61 69 6c 65 64 20 74 6f numpy._core.multiarray.failed.to
7c700 20 69 6d 70 6f 72 74 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .import.........................
7c720 6d 65 61 6e 20 61 6e 64 20 63 6f 76 20 6d 75 73 74 20 68 61 76 65 20 73 61 6d 65 20 6c 65 6e 67 mean.and.cov.must.have.same.leng
7c740 74 68 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 th..............................
7c760 6c 65 67 61 63 79 20 63 61 6e 20 6f 6e 6c 79 20 62 65 20 54 72 75 65 20 77 68 65 6e 20 74 68 65 legacy.can.only.be.True.when.the
7c780 20 75 6e 64 65 72 6c 79 69 6e 67 20 62 69 74 67 65 6e 65 72 61 74 6f 72 20 69 73 20 61 6e 20 69 .underlying.bitgenerator.is.an.i
7c7a0 6e 73 74 61 6e 63 65 20 6f 66 20 4d 54 31 39 39 33 37 2e 00 00 00 00 00 00 00 00 00 00 00 00 00 nstance.of.MT19937..............
7c7c0 67 65 74 5f 73 74 61 74 65 20 61 6e 64 20 6c 65 67 61 63 79 20 63 61 6e 20 6f 6e 6c 79 20 62 65 get_state.and.legacy.can.only.be
7c7e0 20 75 73 65 64 20 77 69 74 68 20 74 68 65 20 4d 54 31 39 39 33 37 20 42 69 74 47 65 6e 65 72 61 .used.with.the.MT19937.BitGenera
7c800 74 6f 72 2e 20 54 6f 20 73 69 6c 65 6e 63 65 20 74 68 69 73 20 77 61 72 6e 69 6e 67 2c 20 73 65 tor..To.silence.this.warning,.se
7c820 74 20 60 6c 65 67 61 63 79 60 20 74 6f 20 46 61 6c 73 65 2e 00 00 00 00 00 00 00 00 00 00 00 00 t.`legacy`.to.False.............
7c840 63 6f 76 61 72 69 61 6e 63 65 20 69 73 20 6e 6f 74 20 73 79 6d 6d 65 74 72 69 63 20 70 6f 73 69 covariance.is.not.symmetric.posi
7c860 74 69 76 65 2d 73 65 6d 69 64 65 66 69 6e 69 74 65 2e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 tive-semidefinite...............
7c880 63 6f 76 20 6d 75 73 74 20 62 65 20 32 20 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 6e 64 20 73 71 cov.must.be.2.dimensional.and.sq
7c8a0 75 61 72 65 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 uare............................
7c8c0 63 68 65 63 6b 5f 76 61 6c 69 64 20 6d 75 73 74 20 65 71 75 61 6c 20 27 77 61 72 6e 27 2c 20 27 check_valid.must.equal.'warn',.'
7c8e0 72 61 69 73 65 27 2c 20 6f 72 20 27 69 67 6e 6f 72 65 27 00 00 00 00 00 00 00 00 00 00 00 00 00 raise',.or.'ignore'.............
7c900 63 61 6e 20 6f 6e 6c 79 20 72 65 2d 73 65 65 64 20 61 20 4d 54 31 39 39 33 37 20 42 69 74 47 65 can.only.re-seed.a.MT19937.BitGe
7c920 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 nerator.........................
7c940 61 20 6d 75 73 74 20 62 65 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 6f 72 20 61 6e 20 69 6e a.must.be.1-dimensional.or.an.in
7c960 74 65 67 65 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 teger...........................
7c980 54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 69 73 20 64 65 70 72 65 63 61 74 65 64 2e 20 50 6c 65 This.function.is.deprecated..Ple
7c9a0 61 73 65 20 63 61 6c 6c 20 72 61 6e 64 69 6e 74 28 31 2c 20 00 00 00 00 00 00 00 00 00 00 00 00 ase.call.randint(1,.............
7c9c0 53 68 75 66 66 6c 69 6e 67 20 61 20 6f 6e 65 20 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 72 72 61 Shuffling.a.one.dimensional.arra
7c9e0 79 20 73 75 62 63 6c 61 73 73 20 63 6f 6e 74 61 69 6e 69 6e 67 20 6f 62 6a 65 63 74 73 20 67 69 y.subclass.containing.objects.gi
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7cc80 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 20 28 6c 69 6e RandomState.random_integers.(lin
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7cea0 65 6e 74 20 62 79 74 65 6f 72 64 65 72 2c 20 63 61 6c 6c 20 62 79 74 65 73 77 61 70 20 77 68 65 ent.byteorder,.call.byteswap.whe
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7cf00 56 61 6c 75 65 45 72 72 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ValueError......................
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7cf60 49 6e 76 61 6c 69 64 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 2e 20 54 68 65 20 62 69 74 20 67 Invalid.bit.generator..The.bit.g
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7d1e0 98 51 d8 0c 0f 88 71 90 06 90 63 98 11 e0 10 11 e0 0c 0f 88 71 90 06 90 63 98 12 98 34 98 71 a0 .Q....q...c.........q...c...4.q.
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7d240 03 a8 31 d8 14 18 98 0f a0 71 a8 01 a8 14 a8 5a b0 71 d8 14 17 90 72 98 13 98 41 d8 18 19 d8 14 ..1......q.....Z.q....r...A.....
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7d280 31 f0 06 00 0d 10 88 74 90 3a 98 51 98 63 a0 11 e0 10 18 98 05 98 51 d8 14 16 d0 16 2f a8 74 b0 1......t.:.Q.c........Q...../.t.
7d2a0 31 b0 42 b0 61 f0 0a 00 15 22 a0 1b a8 41 e0 11 15 90 51 d8 10 14 90 45 98 18 a0 11 a0 25 a0 71 1.B.a...."...A....Q....E.....%.q
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7d320 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69 .....Draw.samples.from.a.Zipf.di
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7d440 20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 20 69 74 65 6d 20 69 73 20 69 6e 76 .....frequency.of.an.item.is.inv
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7d500 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 method.of.a.`~numpy.random.Gener
7d520 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 ator`.instance.instead;.........
7d540 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d ....please.see.the.:ref:`random-
7d560 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 quick-start`...........Parameter
7d580 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a s.........----------.........a.:
7d5a0 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 .float.or.array_like.of.floats..
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7d5e0 72 2e 20 4d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 31 2e 0a 20 20 20 20 20 r..Must.be.greater.than.1.......
7d600 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 ...size.:.int.or.tuple.of.ints,.
7d620 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 optional.............Output.shap
7d640 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c e...If.the.given.shape.is,.e.g.,
7d660 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 .``(m,.n,.k)``,.then............
7d680 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e .``m.*.n.*.k``.samples.are.drawn
7d6a0 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 ...If.size.is.``None``.(default)
7d6c0 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 ,.............a.single.value.is.
7d6e0 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f returned.if.``a``.is.a.scalar..O
7d700 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 therwise,.............``np.array
7d720 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 (a).size``.samples.are.drawn....
7d740 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 .......Returns.........-------..
7d760 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 .......out.:.ndarray.or.scalar..
7d780 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
7d7a0 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f e.parameterized.Zipf.distributio
7d7c0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d n...........See.Also.........---
7d7e0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 7a 69 70 66 20 3a -----.........scipy.stats.zipf.:
7d800 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 .probability.density.function,.d
7d820 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 istribution,.or.............cumu
7d840 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 lative.density.function,.etc....
7d860 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69 70 66 3a 20 77 68 69 ......random.Generator.zipf:.whi
7d880 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
7d8a0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
7d8c0 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 20 66 75 6e 63 74 69 .....The.probability.mass.functi
7d8e0 6f 6e 20 28 50 4d 46 29 20 66 6f 72 20 74 68 65 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 on.(PMF).for.the.Zipf.distributi
7d900 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 6b 29 20 3d 20 on.is.............math::.p(k).=.
7d920 5c 66 72 61 63 7b 6b 5e 7b 2d 61 7d 7d 7b 5c 7a 65 74 61 28 61 29 7d 2c 0a 0a 20 20 20 20 20 20 \frac{k^{-a}}{\zeta(a)},........
7d940 20 20 66 6f 72 20 69 6e 74 65 67 65 72 73 20 3a 6d 61 74 68 3a 60 6b 20 5c 67 65 71 20 31 60 2c ..for.integers.:math:`k.\geq.1`,
7d960 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 7a 65 74 61 60 20 69 73 20 74 68 65 20 52 69 65 6d .where.:math:`\zeta`.is.the.Riem
7d980 61 6e 6e 20 5a 65 74 61 0a 20 20 20 20 20 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 20 20 20 ann.Zeta.........function.......
7d9a0 20 20 20 20 49 74 20 69 73 20 6e 61 6d 65 64 20 66 6f 72 20 74 68 65 20 41 6d 65 72 69 63 61 6e ....It.is.named.for.the.American
7d9c0 20 6c 69 6e 67 75 69 73 74 20 47 65 6f 72 67 65 20 4b 69 6e 67 73 6c 65 79 20 5a 69 70 66 2c 20 .linguist.George.Kingsley.Zipf,.
7d9e0 77 68 6f 20 6e 6f 74 65 64 0a 20 20 20 20 20 20 20 20 74 68 61 74 20 74 68 65 20 66 72 65 71 75 who.noted.........that.the.frequ
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7da20 61 20 6c 61 6e 67 75 61 67 65 20 69 73 20 69 6e 76 65 72 73 65 6c 79 0a 20 20 20 20 20 20 20 20 a.language.is.inversely.........
7da40 70 72 6f 70 6f 72 74 69 6f 6e 61 6c 20 74 6f 20 69 74 73 20 72 61 6e 6b 20 69 6e 20 74 68 65 20 proportional.to.its.rank.in.the.
7da60 66 72 65 71 75 65 6e 63 79 20 74 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 frequency.table...........Refere
7da80 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 nces.........----------.........
7daa0 2e 2e 20 5b 31 5d 20 5a 69 70 66 2c 20 47 2e 20 4b 2e 2c 20 22 53 65 6c 65 63 74 65 64 20 53 74 ...[1].Zipf,.G..K.,."Selected.St
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7dae0 76 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 65 71 75 65 6e 63 79 20 69 6e 20 4c ve................Frequency.in.L
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7db20 20 55 6e 69 76 2e 20 50 72 65 73 73 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 33 .Univ..Press,................193
7db40 32 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2...........Examples.........---
7db60 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 -----.........Draw.samples.from.
7db80 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 the.distribution:..........>>>.a
7dba0 20 3d 20 34 2e 30 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 20 3d 20 32 30 30 30 30 0a 20 20 20 .=.4.0.........>>>.n.=.20000....
7dbc0 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 7a 69 70 66 28 61 2c 20 6e .....>>>.s.=.np.random.zipf(a,.n
7dbe0 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d )..........Display.the.histogram
7dc00 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 .of.the.samples,.along.with.....
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7dc40 20 6f 6e 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 65 6e 73 .on.the.probability.........dens
7dc60 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 ity.function:..........>>>.impor
7dc80 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 t.matplotlib.pyplot.as.plt......
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7dd00 6f 67 72 61 6d 20 66 6f 72 20 73 6d 61 6c 6c 20 69 6e 74 65 67 65 72 73 2e 0a 0a 20 20 20 20 20 ogram.for.small.integers........
7dd20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 73 29 0a 20 20 ...>>>.count.=.np.bincount(s)...
7dd40 20 20 20 20 20 20 3e 3e 3e 20 6b 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 20 73 2e 6d 61 78 ......>>>.k.=.np.arange(1,.s.max
7dd60 28 29 20 2b 20 31 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 28 6b 2c 20 ().+.1)..........>>>.plt.bar(k,.
7dd80 63 6f 75 6e 74 5b 31 3a 5d 2c 20 61 6c 70 68 61 3d 30 2e 35 2c 20 6c 61 62 65 6c 3d 27 73 61 6d count[1:],.alpha=0.5,.label='sam
7dda0 70 6c 65 20 63 6f 75 6e 74 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 ple.count').........>>>.plt.plot
7ddc0 28 6b 2c 20 6e 2a 28 6b 2a 2a 2d 61 29 2f 7a 65 74 61 28 61 29 2c 20 27 6b 2e 2d 27 2c 20 61 6c (k,.n*(k**-a)/zeta(a),.'k.-',.al
7dde0 70 68 61 3d 30 2e 35 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 61 pha=0.5,......................la
7de00 62 65 6c 3d 27 65 78 70 65 63 74 65 64 20 63 6f 75 6e 74 27 29 20 20 20 23 20 64 6f 63 74 65 73 bel='expected.count')...#.doctes
7de20 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 65 6d 69 6c 6f 67 t:.+SKIP.........>>>.plt.semilog
7de40 79 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 61 6c 70 68 61 3d 30 y().........>>>.plt.grid(alpha=0
7de60 2e 34 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 6c 65 67 65 6e 64 28 29 0a 20 20 20 .4).........>>>.plt.legend()....
7de80 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65 28 66 27 5a 69 70 66 20 73 61 6d 70 6c 65 .....>>>.plt.title(f'Zipf.sample
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7dec0 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 plt.show()......................
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7df60 31 d8 10 1a 98 2c a0 62 a8 06 a8 61 a8 76 b0 52 b0 71 e0 10 17 d0 17 2d a8 51 a8 67 b0 51 d8 10 1....,.b...a.v.R.q.....-.Q.g.Q..
7df80 1a 98 2c a0 62 a8 06 a8 61 a8 72 b0 18 b8 12 b8 31 e0 0c 14 90 4d a0 11 a0 21 e0 0c 13 d0 13 29 ..,.b...a.r.....1....M...!.....)
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7e020 0e 1e 98 61 98 71 d8 08 0e 88 61 d8 08 18 98 01 98 15 98 65 a0 31 d8 08 18 98 01 98 18 a0 15 a0 ...a.q....a........e.1..........
7e040 65 a8 31 e0 08 0b 88 35 90 03 90 31 d8 11 15 90 51 d8 10 17 90 76 d0 1d 33 b0 31 b0 41 b0 54 b8 e.1....5...1....Q....v..3.1.A.T.
7e060 1a c0 35 c8 01 d8 34 35 b0 54 b8 11 e0 08 12 90 2c 98 62 a0 06 a0 61 a0 76 a8 52 a8 71 d8 08 10 ..5...45.T......,.b...a.v.R.q...
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7e0c0 e0 08 0f 88 71 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ....q...........................
7e0e0 0a 20 20 20 20 20 20 20 20 77 65 69 62 75 6c 6c 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a .........weibull(a,.size=None)..
7e100 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 57 65 69 62 ........Draw.samples.from.a.Weib
7e120 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 ull.distribution...........Draw.
7e140 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 31 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 samples.from.a.1-parameter.Weibu
7e160 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 74 68 65 20 67 69 76 65 6e 0a 20 ll.distribution.with.the.given..
7e180 20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 60 61 60 2e 0a 0a 20 20 20 .......shape.parameter.`a`......
7e1a0 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 58 20 3d 20 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 ........math::.X.=.(-ln(U))^{1/a
7e1c0 7d 0a 0a 20 20 20 20 20 20 20 20 48 65 72 65 2c 20 55 20 69 73 20 64 72 61 77 6e 20 66 72 6f 6d }..........Here,.U.is.drawn.from
7e1e0 20 74 68 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 28 .the.uniform.distribution.over.(
7e200 30 2c 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f 6e 20 32 0,1]...........The.more.common.2
7e220 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 6c 6c 2c 20 69 6e 63 6c 75 64 69 6e 67 20 61 20 -parameter.Weibull,.including.a.
7e240 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c scale.parameter.........:math:`\
7e260 6c 61 6d 62 64 61 60 20 69 73 20 6a 75 73 74 20 3a 6d 61 74 68 3a 60 58 20 3d 20 5c 6c 61 6d 62 lambda`.is.just.:math:`X.=.\lamb
7e280 64 61 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e da(-ln(U))^{1/a}`..............n
7e2a0 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c ote::.............New.code.shoul
7e2c0 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 d.use.the.`~numpy.random.Generat
7e2e0 6f 72 2e 77 65 69 62 75 6c 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f or.weibull`.............method.o
7e300 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e f.a.`~numpy.random.Generator`.in
7e320 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 stance.instead;.............plea
7e340 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 se.see.the.:ref:`random-quick-st
7e360 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 art`...........Parameters.......
7e380 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f ..----------.........a.:.float.o
7e3a0 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 r.array_like.of.floats..........
7e3c0 20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 ...Shape.parameter.of.the.distri
7e3e0 62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 bution...Must.be.nonnegative....
7e400 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 ......size.:.int.or.tuple.of.int
7e420 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 s,.optional.............Output.s
7e440 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e hape...If.the.given.shape.is,.e.
7e460 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 g.,.``(m,.n,.k)``,.then.........
7e480 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 ....``m.*.n.*.k``.samples.are.dr
7e4a0 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 awn...If.size.is.``None``.(defau
7e4c0 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 lt),.............a.single.value.
7e4e0 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 is.returned.if.``a``.is.a.scalar
7e500 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 ...Otherwise,.............``np.a
7e520 72 72 61 79 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e rray(a).size``.samples.are.drawn
7e540 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ...........Returns.........-----
7e560 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c --.........out.:.ndarray.or.scal
7e580 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f ar.............Drawn.samples.fro
7e5a0 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 65 69 62 75 6c 6c 20 64 69 73 74 m.the.parameterized.Weibull.dist
7e5c0 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 ribution...........See.Also.....
7e5e0 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 ....--------.........scipy.stats
7e600 2e 77 65 69 62 75 6c 6c 5f 6d 61 78 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 .weibull_max.........scipy.stats
7e620 2e 77 65 69 62 75 6c 6c 5f 6d 69 6e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 .weibull_min.........scipy.stats
7e640 2e 67 65 6e 65 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 0a 20 20 20 20 20 .genextreme.........gumbel......
7e660 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77 65 69 62 75 6c 6c 3a 20 77 68 69 ...random.Generator.weibull:.whi
7e680 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
7e6a0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
7e6c0 20 20 20 20 20 54 68 65 20 57 65 69 62 75 6c 6c 20 28 6f 72 20 54 79 70 65 20 49 49 49 20 61 73 .....The.Weibull.(or.Type.III.as
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7eb20 20 57 65 69 62 75 6c 6c 2c 20 22 41 20 53 74 61 74 69 73 74 69 63 61 6c 20 44 69 73 74 72 69 62 .Weibull,."A.Statistical.Distrib
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7f1a0 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 arameters.........----------....
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7f240 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 43 6f 6e 63 65 6e 74 72 61 74 69 6f 6e floats.............Concentration
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7f480 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 lso.........--------.........sci
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7f560 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 Notes.........-----.........The.
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7f6a0 20 20 54 68 65 20 76 6f 6e 20 4d 69 73 65 73 20 69 73 20 6e 61 6d 65 64 20 66 6f 72 20 52 69 63 ..The.von.Mises.is.named.for.Ric
7f6c0 68 61 72 64 20 45 64 6c 65 72 20 76 6f 6e 20 4d 69 73 65 73 2c 20 77 68 6f 20 77 61 73 20 62 6f hard.Edler.von.Mises,.who.was.bo
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7f720 6c 65 64 20 74 6f 20 74 68 65 20 55 6e 69 74 65 64 0a 20 20 20 20 20 20 20 20 53 74 61 74 65 73 led.to.the.United.........States
7f740 20 69 6e 20 31 39 33 39 20 61 6e 64 20 62 65 63 61 6d 65 20 61 20 70 72 6f 66 65 73 73 6f 72 20 .in.1939.and.became.a.professor.
7f760 61 74 20 48 61 72 76 61 72 64 2e 20 20 48 65 20 77 6f 72 6b 65 64 20 69 6e 0a 20 20 20 20 20 20 at.Harvard...He.worked.in.......
7f780 20 20 70 72 6f 62 61 62 69 6c 69 74 79 20 74 68 65 6f 72 79 2c 20 61 65 72 6f 64 79 6e 61 6d 69 ..probability.theory,.aerodynami
7f7a0 63 73 2c 20 66 6c 75 69 64 20 6d 65 63 68 61 6e 69 63 73 2c 20 61 6e 64 20 70 68 69 6c 6f 73 6f cs,.fluid.mechanics,.and.philoso
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7f7e0 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 .References.........----------..
7f800 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 41 62 72 61 6d 6f 77 69 74 7a 2c 20 4d 2e 20 61 6e 64 ..........[1].Abramowitz,.M..and
7f820 20 53 74 65 67 75 6e 2c 20 49 2e 20 41 2e 20 28 45 64 73 2e 29 2e 20 22 48 61 6e 64 62 6f 6f 6b .Stegun,.I..A..(Eds.).."Handbook
7f840 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 .of................Mathematical.
7f860 46 75 6e 63 74 69 6f 6e 73 20 77 69 74 68 20 46 6f 72 6d 75 6c 61 73 2c 20 47 72 61 70 68 73 2c Functions.with.Formulas,.Graphs,
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80d40 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 76 61 6c 75 65 20 77 68 65 72 65 20 74 68 65 20 70 ...........The.value.where.the.p
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80e40 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 t.or.tuple.of.ints,.optional....
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80ea0 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b ``,.then.............``m.*.n.*.k
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80ee0 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 s.``None``.(default),...........
80f00 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 ..a.single.value.is.returned.if.
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80f40 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 72 73 2e 20 20 `.............are.all.scalars...
80f60 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 65 66 74 2c 20 Otherwise,.``np.broadcast(left,.
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80fa0 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 samples.are.drawn...........Retu
80fc0 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 rns.........-------.........out.
80fe0 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 :.ndarray.or.scalar.............
81000 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 Drawn.samples.from.the.parameter
81020 69 7a 65 64 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 ized.triangular.distribution....
81040 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......See.Also.........--------
81060 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 74 72 69 61 6e 67 .........random.Generator.triang
81080 75 6c 61 72 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e ular:.which.should.be.used.for.n
810a0 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 ew.code...........Notes.........
810c0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 -----.........The.probability.de
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81220 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 ..........The.triangular.distrib
81240 75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 69 6e 20 69 6c 6c 2d 64 65 66 69 6e ution.is.often.used.in.ill-defin
81260 65 64 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c 65 6d 73 20 77 68 65 72 65 20 74 68 65 20 75 6e ed.........problems.where.the.un
81280 64 65 72 6c 79 69 6e 67 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6e 6f 74 20 6b 6e 6f derlying.distribution.is.not.kno
812a0 77 6e 2c 20 62 75 74 0a 20 20 20 20 20 20 20 20 73 6f 6d 65 20 6b 6e 6f 77 6c 65 64 67 65 20 6f wn,.but.........some.knowledge.o
812c0 66 20 74 68 65 20 6c 69 6d 69 74 73 20 61 6e 64 20 6d 6f 64 65 20 65 78 69 73 74 73 2e 20 4f 66 f.the.limits.and.mode.exists..Of
812e0 74 65 6e 20 69 74 20 69 73 20 75 73 65 64 0a 20 20 20 20 20 20 20 20 69 6e 20 73 69 6d 75 6c 61 ten.it.is.used.........in.simula
81300 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 tions...........References......
81320 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 69 6b ...----------............[1].Wik
81340 69 70 65 64 69 61 2c 20 22 54 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e ipedia,."Triangular.distribution
81360 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 "................https://en.wiki
81380 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 54 72 69 61 6e 67 75 6c 61 72 5f 64 69 73 74 72 69 pedia.org/wiki/Triangular_distri
813a0 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 bution..........Examples........
813c0 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 .--------.........Draw.values.fr
813e0 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 om.the.distribution.and.plot.the
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81420 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 matplotlib.pyplot.as.plt........
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81480 30 30 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 65 6e 00,..........................den
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81580 2e 20 77 61 72 6e 69 6e 67 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 54 68 69 73 20 66 75 6e 63 ..warning::............This.func
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815e0 20 61 6e 64 20 6f 74 68 65 72 77 69 73 65 20 36 34 62 69 74 20 6f 6e 20 36 34 62 69 74 20 70 6c .and.otherwise.64bit.on.64bit.pl
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81660 6f 6e 20 33 32 62 69 74 20 70 6c 61 74 66 6f 72 6d 73 0a 20 20 20 20 20 20 20 20 20 20 20 61 6e on.32bit.platforms............an
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817a0 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 alue.is.returned...........Retur
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817e0 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c .ndarray.............Drawn.sampl
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81820 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 See.Also.........--------.......
81840 20 20 72 61 6e 64 69 6e 74 20 3a 20 55 6e 69 66 6f 72 6d 20 73 61 6d 70 6c 69 6e 67 20 6f 76 65 ..randint.:.Uniform.sampling.ove
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81880 69 6e 74 65 67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 integers..........random_integer
818a0 73 20 3a 20 55 6e 69 66 6f 72 6d 20 73 61 6d 70 6c 69 6e 67 20 6f 76 65 72 20 61 20 67 69 76 65 s.:.Uniform.sampling.over.a.give
818c0 6e 20 63 6c 6f 73 65 64 20 69 6e 74 65 72 76 61 6c 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 n.closed.interval.of............
818e0 20 69 6e 74 65 67 65 72 73 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 .integers...........Examples....
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81920 70 2e 72 61 6e 64 6f 6d 2e 52 61 6e 64 6f 6d 53 74 61 74 65 28 29 20 23 20 6e 65 65 64 20 61 20 p.random.RandomState().#.need.a.
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81a20 32 34 35 5d 5d 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 73 2e 74 6f 6d 61 78 69 6e 74 28 245]]]).........>>>.rs.tomaxint(
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81aa0 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 5b 20 54 72 75 65 2c 20 20 54 72 75 65 5d ,................[[.True,..True]
81ac0 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 54 72 75 65 2c 20 20 54 72 75 65 5d ,.................[.True,..True]
81ae0 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ]]).............................
81b00 73 75 6d 28 70 76 61 6c 73 5b 3a 2d 31 5d 2e 61 73 74 79 70 65 28 6e 70 2e 66 6c 6f 61 74 36 34 sum(pvals[:-1].astype(np.float64
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81b40 74 20 74 6f 20 36 34 2d 62 69 74 20 66 6c 6f 61 74 69 6e 67 20 70 6f 69 6e 74 20 70 72 69 6f 72 t.to.64-bit.floating.point.prior
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81be0 73 74 61 74 65 20 6d 75 73 74 20 62 65 20 61 20 64 69 63 74 20 6f 72 20 61 20 74 75 70 6c 65 2e state.must.be.a.dict.or.a.tuple.
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82f40 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 nerator`.instance.instead;......
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82f80 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 om-quick-start`...........Parame
82fa0 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 ters.........----------.........
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82fe0 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c loats,.optional.............Scal
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83060 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 ,.optional.............Output.sh
83080 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 ape...If.the.given.shape.is,.e.g
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830e0 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c wn...If.size.is.``None``.(defaul
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83140 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e lar...Otherwise,.............``n
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831c0 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 or.scalar.............Drawn.samp
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83220 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e lso.........--------.........ran
83240 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 79 6c 65 69 67 68 3a 20 77 68 69 63 68 20 73 68 dom.Generator.rayleigh:.which.sh
83260 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 ould.be.used.for.new.code.......
83280 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 ....Notes.........-----.........
832a0 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e The.probability.density.function
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832e0 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 73 63 61 6c 65 29 20 s.............math::.P(x;scale).
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833c0 72 6f 2d 6d 65 61 6e 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 ro-mean.........Gaussian.distrib
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83420 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 ibution...........References....
83440 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 .....----------............[1].B
83460 72 69 67 68 74 6f 6e 20 57 65 62 73 20 4c 74 64 2e 2c 20 22 52 61 79 6c 65 69 67 68 20 44 69 73 righton.Webs.Ltd.,."Rayleigh.Dis
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834a0 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 65 2e 6f 72 67 2f 77 65 62 2f 32 30 30 39 30 35 31 34 30 ://web.archive.org/web/200905140
834c0 39 31 34 32 34 2f 68 74 74 70 3a 2f 2f 62 72 69 67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b 91424/http://brighton-webs.co.uk
834e0 3a 38 30 2f 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2f 72 61 79 6c 65 69 67 68 2e 61 73 70 0a 20 :80/distributions/rayleigh.asp..
83500 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 52 61 79 6c 65 69 ..........[2].Wikipedia,."Raylei
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83540 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 52 61 https://en.wikipedia.org/wiki/Ra
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83580 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 mples.........--------.........D
835a0 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e raw.values.from.the.distribution
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85740 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 43 68 72 69 73 74 69 61 6e 20 4b 6c 65 ---............[1].Christian.Kle
85760 69 62 65 72 2c 20 53 61 6d 75 65 6c 20 4b 6f 74 7a 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20 iber,.Samuel.Kotz,."Statistical.
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857a0 20 20 69 6e 20 65 63 6f 6e 6f 6d 69 63 73 20 61 6e 64 20 61 63 74 75 61 72 69 61 6c 20 73 63 69 ..in.economics.and.actuarial.sci
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857e0 5b 32 5d 20 48 65 63 6b 65 72 74 2c 20 4e 2e 20 41 2e 20 61 6e 64 20 46 69 6c 6c 69 62 65 6e 2c [2].Heckert,.N..A..and.Filliben,
85800 20 4a 61 6d 65 73 20 4a 2e 20 22 4e 49 53 54 20 48 61 6e 64 62 6f 6f 6b 20 31 34 38 3a 0a 20 20 .James.J.."NIST.Handbook.148:...
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85840 4d 61 6e 75 61 6c 2c 20 56 6f 6c 75 6d 65 20 32 3a 20 4c 65 74 20 53 75 62 63 6f 6d 6d 61 6e 64 Manual,.Volume.2:.Let.Subcommand
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85f40 6f 20 49 49 20 6f 72 20 4c 6f 6d 61 78 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a o.II.or.Lomax.distribution.with.
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86040 6c 74 69 70 6c 79 69 6e 67 20 62 79 20 74 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 ltiplying.by.the.scale.parameter
86060 20 60 60 6d 60 60 20 28 73 65 65 20 4e 6f 74 65 73 29 2e 20 20 54 68 65 0a 20 20 20 20 20 20 20 .``m``.(see.Notes)...The........
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861e0 20 61 6e 64 20 74 68 65 20 6c 6f 63 61 74 69 6f 6e 20 73 65 74 20 74 6f 20 7a 65 72 6f 2e 0a 0a .and.the.location.set.to.zero...
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867c0 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 ........Notes.........-----.....
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86b20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 ......----------............[1].
86b40 46 72 61 6e 63 69 73 20 48 75 6e 74 20 61 6e 64 20 50 61 75 6c 20 4a 6f 68 6e 73 6f 6e 2c 20 4f Francis.Hunt.and.Paul.Johnson,.O
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86b80 20 20 20 20 20 20 20 20 20 20 20 20 53 6f 75 72 63 65 66 6f 72 67 65 20 70 72 6f 6a 65 63 74 73 ............Sourceforge.projects
86ba0 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 50 61 72 65 74 6f 2c 20 56 2e 20 28 31 38 39 .............[2].Pareto,.V..(189
86bc0 36 29 2e 20 43 6f 75 72 73 65 20 6f 66 20 50 6f 6c 69 74 69 63 61 6c 20 45 63 6f 6e 6f 6d 79 2e 6)..Course.of.Political.Economy.
86be0 20 4c 61 75 73 61 6e 6e 65 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 52 65 69 73 73 2c .Lausanne.............[3].Reiss,
86c00 20 52 2e 44 2e 2c 20 54 68 6f 6d 61 73 2c 20 4d 2e 28 32 30 30 31 29 2c 20 53 74 61 74 69 73 74 .R.D.,.Thomas,.M.(2001),.Statist
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86c40 20 20 20 20 20 20 20 20 56 61 6c 75 65 73 2c 20 42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c 61 ........Values,.Birkhauser.Verla
86c60 67 2c 20 42 61 73 65 6c 2c 20 70 70 20 32 33 2d 33 30 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b g,.Basel,.pp.23-30.............[
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871a0 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 ............New.code.should.use.
871c0 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 72 the.`~numpy.random.Generator.nor
871e0 6d 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e mal`.............method.of.a.`~n
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87220 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
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873a0 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 optional.............Output.shap
873c0 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c e...If.the.given.shape.is,.e.g.,
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874a0 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 Otherwise,.``np.broadcast(loc,.s
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874e0 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d .........Returns.........-------
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87520 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 .............Drawn.samples.from.
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87560 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 ution...........See.Also........
87580 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6e 6f .--------.........scipy.stats.no
875a0 72 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f rm.:.probability.density.functio
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87640 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d ode...........Notes.........----
87660 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 -.........The.probability.densit
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876a0 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 is.............math::.p(x).=.\fr
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88720 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 .Weisstein,.Eric.W.."Noncentral.
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88760 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 From.MathWorld--A.Wolfram.Web.Re
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88b00 2e 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 .f(dfnum,.dfden,.1000000).......
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88b80 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 46 5b 31 5d 5b 31 3a 5d 2c t.........>>>.plt.plot(F[1][1:],
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88be0 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ow()............................
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88c60 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 quare.distribution...........The
88c80 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 3a 6d 61 74 68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 .noncentral.:math:`\chi^2`.distr
88ca0 69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 0a 20 ibution.is.a.generalization.of..
88cc0 20 20 20 20 20 20 20 74 68 65 20 3a 6d 61 74 68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 69 .......the.:math:`\chi^2`.distri
88ce0 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 bution..............note::......
88d00 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 .......New.code.should.use.the..
88d20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 ...........`~numpy.random.Genera
88d40 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 60 0a 20 20 20 20 20 20 tor.noncentral_chisquare`.......
88d60 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d ......method.of.a.`~numpy.random
88d80 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 .Generator`.instance.instead;...
88da0 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 ..........please.see.the.:ref:`r
88dc0 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 andom-quick-start`...........Par
88de0 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 ameters.........----------......
88e00 20 20 20 64 66 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 ...df.:.float.or.array_like.of.f
88e20 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 loats.............Degrees.of.fre
88e40 65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 20 edom,.must.be.>.0..........nonc.
88e60 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a :.float.or.array_like.of.floats.
88e80 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 2c 20 6d 75 73 74 ............Non-centrality,.must
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88ee0 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 ............Output.shape...If.th
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88f20 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 .k)``,.then.............``m.*.n.
88f40 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a *.k``.samples.are.drawn...If.siz
88f60 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 e.is.``None``.(default),........
88f80 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 .....a.single.value.is.returned.
88fa0 69 66 20 60 60 64 66 60 60 20 61 6e 64 20 60 60 6e 6f 6e 63 60 60 20 61 72 65 20 62 6f 74 68 20 if.``df``.and.``nonc``.are.both.
88fc0 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 scalars..............Otherwise,.
88fe0 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 64 66 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60 60 20 ``np.broadcast(df,.nonc).size``.
89000 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 samples.are.drawn...........Retu
89020 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 rns.........-------.........out.
89040 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 :.ndarray.or.scalar.............
89060 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 Drawn.samples.from.the.parameter
89080 69 7a 65 64 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 ized.noncentral.chi-square.distr
890a0 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 ibution...........See.Also......
890c0 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 ...--------.........random.Gener
890e0 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 3a 20 77 68 69 63 68 ator.noncentral_chisquare:.which
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89120 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .......Notes.........-----......
89140 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 ...The.probability.density.funct
89160 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 43 68 69 2d 73 71 75 61 72 ion.for.the.noncentral.Chi-squar
89180 65 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 e.........distribution.is.......
891a0 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 64 66 2c 6e 6f 6e 63 29 20 3d 20 5c 73 75 6d ......math::.P(x;df,nonc).=.\sum
891c0 5e 7b 5c 69 6e 66 74 79 7d 5f 7b 69 3d 30 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 ^{\infty}_{i=0}.................
891e0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 65 5e 7b 2d 6e 6f 6e 63 2f 32 7d ...............\frac{e^{-nonc/2}
89200 28 6e 6f 6e 63 2f 32 29 5e 7b 69 7d 7d 7b 69 21 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 (nonc/2)^{i}}{i!}...............
89220 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 50 5f 7b 59 5f 7b 64 66 2b 32 69 7d 7d 28 78 .................P_{Y_{df+2i}}(x
89240 29 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 59 5f 7b 71 7d 60 20 ),..........where.:math:`Y_{q}`.
89260 69 73 20 74 68 65 20 43 68 69 2d 73 71 75 61 72 65 20 77 69 74 68 20 71 20 64 65 67 72 65 65 73 is.the.Chi-square.with.q.degrees
89280 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 .of.freedom...........References
892a0 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b .........----------............[
892c0 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 71 1].Wikipedia,."Noncentral.chi-sq
892e0 75 61 72 65 64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 uared.distribution".............
89300 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 ...https://en.wikipedia.org/wiki
89320 2f 4e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 2d 73 71 75 61 72 65 64 5f 64 69 73 74 72 69 62 75 /Noncentral_chi-squared_distribu
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89360 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d -------.........Draw.values.from
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893a0 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 istogram..........>>>.import.mat
893c0 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e plotlib.pyplot.as.plt.........>>
893e0 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 6f >.values.=.plt.hist(np.random.no
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89420 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 ),..............................
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894a0 20 77 69 74 68 20 76 65 72 79 20 73 6d 61 6c 6c 20 6e 6f 6e 63 65 6e 74 72 61 6c 69 74 79 2c 0a .with.very.small.noncentrality,.
894c0 20 20 20 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61 72 65 20 74 6f 20 61 20 63 68 69 73 71 75 61 ........and.compare.to.a.chisqua
894e0 72 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 re...........>>>.plt.figure()...
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89520 61 6e 64 6f 6d 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 2e 30 andom.noncentral_chisquare(3,..0
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89560 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70 2e 61 72 61 6e 67 65 28 30 2e ...............bins=np.arange(0.
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895a0 20 3e 3e 3e 20 76 61 6c 75 65 73 32 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f .>>>.values2.=.plt.hist(np.rando
895c0 6d 2e 63 68 69 73 71 75 61 72 65 28 33 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 m.chisquare(3,.100000),.........
895e0 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70 2e 61 .......................bins=np.a
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89680 20 20 20 44 65 6d 6f 6e 73 74 72 61 74 65 20 68 6f 77 20 6c 61 72 67 65 20 76 61 6c 75 65 73 20 ...Demonstrate.how.large.values.
896a0 6f 66 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 20 6c 65 61 64 20 74 6f 20 61 20 6d 6f 72 65 of.non-centrality.lead.to.a.more
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896e0 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 20 20 20 ..........>>>.plt.figure()......
89700 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 ...>>>.values.=.plt.hist(np.rand
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89740 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 00000),.........................
89760 20 20 20 20 20 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 ......bins=200,.density=True)...
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897a0 0a 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c .........negative_binomial(n,.p,
897c0 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 .size=None)..........Draw.sample
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89900 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 ould.use.the.............`~numpy
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89960 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 umpy.random.Generator`.instance.
89980 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
899a0 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a the.:ref:`random-quick-start`...
899c0 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........Parameters.........-----
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89a40 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 ........p.:.float.or.array_like.
89a60 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 of.floats.............Parameter.
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8cfe0 0a 20 20 20 20 20 20 20 20 72 69 63 68 6e 65 73 73 20 61 6e 64 20 6f 63 63 75 72 72 65 6e 63 65 .........richness.and.occurrence
8d000 2c 20 66 69 72 73 74 20 70 72 6f 70 6f 73 65 64 20 62 79 20 46 69 73 68 65 72 2c 20 43 6f 72 62 ,.first.proposed.by.Fisher,.Corb
8d020 65 74 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 57 69 6c 6c 69 61 6d 73 20 69 6e 20 31 39 34 33 et,.and.........Williams.in.1943
8d040 20 5b 32 5d 2e 20 20 49 74 20 6d 61 79 20 61 6c 73 6f 20 62 65 20 75 73 65 64 20 74 6f 20 6d 6f .[2]...It.may.also.be.used.to.mo
8d060 64 65 6c 20 74 68 65 20 6e 75 6d 62 65 72 73 20 6f 66 0a 20 20 20 20 20 20 20 20 6f 63 63 75 70 del.the.numbers.of.........occup
8d080 61 6e 74 73 20 73 65 65 6e 20 69 6e 20 63 61 72 73 20 5b 33 5d 2e 0a 0a 20 20 20 20 20 20 20 20 ants.seen.in.cars.[3]...........
8d0a0 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 References.........----------...
8d0c0 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 75 7a 61 73 2c 20 4d 61 72 74 69 6e 20 41 2e 3b 20 43 .........[1].Buzas,.Martin.A.;.C
8d0e0 75 6c 76 65 72 2c 20 53 74 65 70 68 65 6e 20 4a 2e 2c 20 20 55 6e 64 65 72 73 74 61 6e 64 69 6e ulver,.Stephen.J.,..Understandin
8d100 67 20 72 65 67 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 73 70 65 63 69 65 g.regional................specie
8d120 73 20 64 69 76 65 72 73 69 74 79 20 74 68 72 6f 75 67 68 20 74 68 65 20 6c 6f 67 20 73 65 72 69 s.diversity.through.the.log.seri
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8d160 20 20 6f 63 63 75 72 72 65 6e 63 65 73 3a 20 42 49 4f 44 49 56 45 52 53 49 54 59 20 52 45 53 45 ..occurrences:.BIODIVERSITY.RESE
8d180 41 52 43 48 20 44 69 76 65 72 73 69 74 79 20 26 20 44 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 0a ARCH.Diversity.&.Distributions,.
8d1a0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56 6f 6c 75 6d 65 20 35 2c 20 4e 75 6d 62 65 72 20 ...............Volume.5,.Number.
8d1c0 35 2c 20 53 65 70 74 65 6d 62 65 72 20 31 39 39 39 20 2c 20 70 70 2e 20 31 38 37 2d 31 39 35 28 5,.September.1999.,.pp..187-195(
8d1e0 39 29 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 46 69 73 68 65 72 2c 20 52 2e 41 2c 2c 9).............[2].Fisher,.R.A,,
8d200 20 41 2e 53 2e 20 43 6f 72 62 65 74 2c 20 61 6e 64 20 43 2e 42 2e 20 57 69 6c 6c 69 61 6d 73 2e .A.S..Corbet,.and.C.B..Williams.
8d220 20 31 39 34 33 2e 20 54 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 65 6c 61 74 69 .1943..The................relati
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8d2a0 20 6f 66 20 61 6e 20 61 6e 69 6d 61 6c 20 70 6f 70 75 6c 61 74 69 6f 6e 2e 0a 20 20 20 20 20 20 .of.an.animal.population........
8d2c0 20 20 20 20 20 20 20 20 20 4a 6f 75 72 6e 61 6c 20 6f 66 20 41 6e 69 6d 61 6c 20 45 63 6f 6c 6f .........Journal.of.Animal.Ecolo
8d2e0 67 79 2c 20 31 32 3a 34 32 2d 35 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 44 2e 20 gy,.12:42-58.............[3].D..
8d300 4a 2e 20 48 61 6e 64 2c 20 46 2e 20 44 61 6c 79 2c 20 44 2e 20 4c 75 6e 6e 2c 20 45 2e 20 4f 73 J..Hand,.F..Daly,.D..Lunn,.E..Os
8d320 74 72 6f 77 73 6b 69 2c 20 41 20 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 6d 61 6c 6c 0a 20 20 20 trowski,.A.Handbook.of.Small....
8d340 20 20 20 20 20 20 20 20 20 20 20 20 44 61 74 61 20 53 65 74 73 2c 20 43 52 43 20 50 72 65 73 73 ............Data.Sets,.CRC.Press
8d360 2c 20 31 39 39 34 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 ,.1994.............[4].Wikipedia
8d380 2c 20 22 4c 6f 67 61 72 69 74 68 6d 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 ,."Logarithmic.distribution",...
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8d480 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 .import.matplotlib.pyplot.as.plt
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8efc0 69 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 iable...........References......
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8f840 20 20 20 20 20 20 20 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 60 60 2e 0a 20 20 20 20 20 20 ........``ngood.+.nbad``........
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8f880 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 ptional.............Output.shape
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8f8c0 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 ``(m,.n,.k)``,.then.............
8f8e0 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e ``m.*.n.*.k``.samples.are.drawn.
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8fbc0 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 68 79 70 65 72 67 65 6f 6d 65 .....random.Generator.hypergeome
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8fc00 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 ew.code...........Notes.........
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90000 6f 6d 69 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 omial...........References......
90020 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4c 65 6e ...----------............[1].Len
90040 74 6e 65 72 2c 20 4d 61 72 76 69 6e 2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70 70 6c 69 65 tner,.Marvin,."Elementary.Applie
90060 64 20 53 74 61 74 69 73 74 69 63 73 22 2c 20 42 6f 67 64 65 6e 0a 20 20 20 20 20 20 20 20 20 20 d.Statistics",.Bogden...........
90080 20 20 20 20 20 61 6e 64 20 51 75 69 67 6c 65 79 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 .....and.Quigley,.1972..........
900a0 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 48 79 70 65 72 ...[2].Weisstein,.Eric.W.."Hyper
900c0 67 65 6f 6d 65 74 72 69 63 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 geometric.Distribution.".From...
900e0 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 .............MathWorld--A.Wolfra
90100 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 m.Web.Resource.................h
90120 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 48 79 70 ttps://mathworld.wolfram.com/Hyp
90140 65 72 67 65 6f 6d 65 74 72 69 63 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 ergeometricDistribution.html....
90160 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 48 79 70 65 72 67 65 6f ........[3].Wikipedia,."Hypergeo
90180 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 metric.distribution",...........
901a0 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 .....https://en.wikipedia.org/wi
901c0 6b 69 2f 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a ki/Hypergeometric_distribution..
901e0 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d ........Examples.........-------
90200 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 -.........Draw.samples.from.the.
90220 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 67 6f 6f 64 distribution:..........>>>.ngood
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90260 20 20 20 23 20 6e 75 6d 62 65 72 20 6f 66 20 67 6f 6f 64 2c 20 6e 75 6d 62 65 72 20 6f 66 20 62 ...#.number.of.good,.number.of.b
90280 61 64 2c 20 61 6e 64 20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 ad,.and.number.of.samples.......
902a0 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 ..>>>.s.=.np.random.hypergeometr
902c0 69 63 28 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 2c 20 31 30 30 30 29 0a 20 20 20 ic(ngood,.nbad,.nsamp,.1000)....
902e0 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 .....>>>.from.matplotlib.pyplot.
90300 69 6d 70 6f 72 74 20 68 69 73 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 68 69 73 74 28 73 29 0a import.hist.........>>>.hist(s).
90320 20 20 20 20 20 20 20 20 23 20 20 20 6e 6f 74 65 20 74 68 61 74 20 69 74 20 69 73 20 76 65 72 79 ........#...note.that.it.is.very
90340 20 75 6e 6c 69 6b 65 6c 79 20 74 6f 20 67 72 61 62 20 62 6f 74 68 20 62 61 64 20 69 74 65 6d 73 .unlikely.to.grab.both.bad.items
90360 0a 0a 20 20 20 20 20 20 20 20 53 75 70 70 6f 73 65 20 79 6f 75 20 68 61 76 65 20 61 6e 20 75 72 ..........Suppose.you.have.an.ur
90380 6e 20 77 69 74 68 20 31 35 20 77 68 69 74 65 20 61 6e 64 20 31 35 20 62 6c 61 63 6b 20 6d 61 72 n.with.15.white.and.15.black.mar
903a0 62 6c 65 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 79 6f 75 20 70 75 6c 6c 20 31 35 20 6d 61 72 bles..........If.you.pull.15.mar
903c0 62 6c 65 73 20 61 74 20 72 61 6e 64 6f 6d 2c 20 68 6f 77 20 6c 69 6b 65 6c 79 20 69 73 20 69 74 bles.at.random,.how.likely.is.it
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90480 0a 20 20 20 20 20 20 20 20 23 20 20 20 61 6e 73 77 65 72 20 3d 20 30 2e 30 30 33 20 2e 2e 2e 20 .........#...answer.=.0.003.....
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904c0 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 .........gumbel(loc=0.0,.scale=1
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90520 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 ..........Draw.samples.from.a.Gu
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90620 65 72 61 74 6f 72 2e 67 75 6d 62 65 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f erator.gumbel`.............metho
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90720 66 20 74 68 65 20 6d 6f 64 65 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 f.the.mode.of.the.distribution..
90740 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c Default.is.0..........scale.:.fl
90760 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 oat.or.array_like.of.floats,.opt
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907a0 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 meter.of.the.distribution..Defau
907c0 6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20 lt.is.1..Must.be.non-...........
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908a0 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 `None``.(default),.............a
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90940 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e mples.are.drawn...........Return
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90980 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 ndarray.or.scalar.............Dr
909a0 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a awn.samples.from.the.parameteriz
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909e0 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .See.Also.........--------......
90a00 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62 65 6c 5f 6c 0a 20 20 20 20 20 20 20 20 ...scipy.stats.gumbel_l.........
90a20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62 65 6c 5f 72 0a 20 20 20 20 20 20 20 20 73 63 69 scipy.stats.gumbel_r.........sci
90a40 70 79 2e 73 74 61 74 73 2e 67 65 6e 65 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 77 65 69 62 py.stats.genextreme.........weib
90a60 75 6c 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 75 6d ull.........random.Generator.gum
90a80 62 65 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 bel:.which.should.be.used.for.ne
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90ac0 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6f 72 20 53 6d 61 6c ----.........The.Gumbel.(or.Smal
90ae0 6c 65 73 74 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 28 53 45 56 29 20 6f 72 20 74 68 65 20 lest.Extreme.Value.(SEV).or.the.
90b00 53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 54 Smallest.Extreme.........Value.T
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90b40 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 0a 20 20 20 class.of.Generalized.Extreme....
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90ba0 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 69 73 20 61 20 oblems..........The.Gumbel.is.a.
90bc0 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 45 78 74 72 65 6d 65 20 56 61 6c 75 special.case.of.the.Extreme.Valu
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90c20 74 68 20 22 65 78 70 6f 6e 65 6e 74 69 61 6c 2d 6c 69 6b 65 22 20 74 61 69 6c 73 2e 0a 0a 20 20 th."exponential-like".tails.....
90c40 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f ......The.probability.density.fo
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90cc0 65 5e 7b 2d 28 78 20 2d 20 5c 6d 75 29 2f 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 e^{-(x.-.\mu)/..................
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90d60 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6e 61 6d 65 64 20 66 6f 72 20 47 65 72 6d 61 6e 20 ...The.Gumbel.(named.for.German.
90d80 6d 61 74 68 65 6d 61 74 69 63 69 61 6e 20 45 6d 69 6c 20 4a 75 6c 69 75 73 20 47 75 6d 62 65 6c mathematician.Emil.Julius.Gumbel
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90e40 61 6e 64 0a 20 20 20 20 20 20 20 20 72 61 69 6e 66 61 6c 6c 20 72 61 74 65 73 2e 20 20 49 74 20 and.........rainfall.rates...It.
90e60 69 73 20 61 20 22 66 61 74 2d 74 61 69 6c 65 64 22 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 2d is.a."fat-tailed".distribution.-
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90ee0 61 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69 61 6e 2c 20 68 65 6e 63 65 20 74 68 65 20 73 75 a.........Gaussian,.hence.the.su
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90f40 73 20 77 65 72 65 20 69 6e 69 74 69 61 6c 6c 79 20 6d 6f 64 65 6c 65 64 20 61 73 20 61 20 47 61 s.were.initially.modeled.as.a.Ga
90f60 75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 2c 20 77 68 69 63 68 0a 20 20 20 20 20 20 20 20 75 6e ussian.process,.which.........un
90f80 64 65 72 65 73 74 69 6d 61 74 65 64 20 74 68 65 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 65 78 derestimated.the.frequency.of.ex
90fa0 74 72 65 6d 65 20 65 76 65 6e 74 73 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 20 69 73 20 6f 6e 65 treme.events...........It.is.one
90fc0 20 6f 66 20 61 20 63 6c 61 73 73 20 6f 66 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73 .of.a.class.of.extreme.value.dis
90fe0 74 72 69 62 75 74 69 6f 6e 73 2c 20 74 68 65 20 47 65 6e 65 72 61 6c 69 7a 65 64 0a 20 20 20 20 tributions,.the.Generalized.....
91000 20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 28 47 45 56 29 20 64 69 73 74 72 69 62 75 ....Extreme.Value.(GEV).distribu
91020 74 69 6f 6e 73 2c 20 77 68 69 63 68 20 61 6c 73 6f 20 69 6e 63 6c 75 64 65 73 20 74 68 65 20 57 tions,.which.also.includes.the.W
91040 65 69 62 75 6c 6c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 46 72 65 63 68 65 74 2e 0a 0a 20 20 20 eibull.and.........Frechet......
91060 20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 61 20 6d 65 61 6e 20 6f 66 20 .....The.function.has.a.mean.of.
91080 3a 6d 61 74 68 3a 60 5c 6d 75 20 2b 20 30 2e 35 37 37 32 31 5c 62 65 74 61 60 20 61 6e 64 20 61 :math:`\mu.+.0.57721\beta`.and.a
910a0 20 76 61 72 69 61 6e 63 65 0a 20 20 20 20 20 20 20 20 6f 66 20 3a 6d 61 74 68 3a 60 5c 66 72 61 .variance.........of.:math:`\fra
910c0 63 7b 5c 70 69 5e 32 7d 7b 36 7d 5c 62 65 74 61 5e 32 60 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 c{\pi^2}{6}\beta^2`...........Re
910e0 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 ferences.........----------.....
91100 20 20 20 20 2e 2e 20 5b 31 5d 20 47 75 6d 62 65 6c 2c 20 45 2e 20 4a 2e 2c 20 22 53 74 61 74 69 .......[1].Gumbel,.E..J.,."Stati
91120 73 74 69 63 73 20 6f 66 20 45 78 74 72 65 6d 65 73 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 stics.of.Extremes,".............
91140 20 20 20 4e 65 77 20 59 6f 72 6b 3a 20 43 6f 6c 75 6d 62 69 61 20 55 6e 69 76 65 72 73 69 74 79 ...New.York:.Columbia.University
91160 20 50 72 65 73 73 2c 20 31 39 35 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 52 65 69 .Press,.1958.............[2].Rei
91180 73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 2c 20 4d 2e 2c 20 22 53 74 61 74 69 ss,.R.-D..and.Thomas,.M.,."Stati
911a0 73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 stical.Analysis.of.Extreme......
911c0 20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 73 20 66 72 6f 6d 20 49 6e 73 75 72 61 6e 63 65 2c ..........Values.from.Insurance,
911e0 20 46 69 6e 61 6e 63 65 2c 20 48 79 64 72 6f 6c 6f 67 79 20 61 6e 64 20 4f 74 68 65 72 20 46 69 .Finance,.Hydrology.and.Other.Fi
91200 65 6c 64 73 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 42 61 73 65 6c 3a 20 42 69 72 elds,"................Basel:.Bir
91220 6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 32 30 30 31 2e 0a 0a 20 20 20 20 20 20 20 20 45 khauser.Verlag,.2001...........E
91240 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 xamples.........--------........
91260 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 .Draw.samples.from.the.distribut
91280 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 2c 20 62 65 74 61 20 3d 20 30 2c 20 ion:..........>>>.mu,.beta.=.0,.
912a0 30 2e 31 20 23 20 6c 6f 63 61 74 69 6f 6e 20 61 6e 64 20 73 63 61 6c 65 0a 20 20 20 20 20 20 20 0.1.#.location.and.scale........
912c0 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 67 75 6d 62 65 6c 28 6d 75 2c 20 62 65 .>>>.s.=.np.random.gumbel(mu,.be
912e0 74 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 ta,.1000)..........Display.the.h
91300 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 istogram.of.the.samples,.along.w
91320 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 ith.........the.probability.dens
91340 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 ity.function:..........>>>.impor
91360 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 t.matplotlib.pyplot.as.plt......
91380 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c ...>>>.count,.bins,.ignored.=.pl
913a0 74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 t.hist(s,.30,.density=True).....
913c0 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a ....>>>.plt.plot(bins,.(1/beta)*
913e0 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20 np.exp(-(bins.-.mu)/beta).......
91400 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70 28 20 2d 6e 70 2e 65 78 70 ...............*.np.exp(.-np.exp
91420 28 20 2d 28 62 69 6e 73 20 2d 20 6d 75 29 20 2f 62 65 74 61 29 20 29 2c 0a 20 20 20 20 20 20 20 (.-(bins.-.mu)./beta).),........
91440 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 ..............linewidth=2,.color
91460 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 ='r').........>>>.plt.show()....
91480 20 20 20 20 20 20 53 68 6f 77 20 68 6f 77 20 61 6e 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 ......Show.how.an.extreme.value.
914a0 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 61 72 69 73 65 20 66 72 6f 6d 20 61 20 47 61 distribution.can.arise.from.a.Ga
914c0 75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 0a 20 20 20 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61 ussian.process.........and.compa
914e0 72 65 20 74 6f 20 61 20 47 61 75 73 73 69 61 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d re.to.a.Gaussian:..........>>>.m
91500 65 61 6e 73 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 61 78 69 6d 61 20 3d 20 5b eans.=.[].........>>>.maxima.=.[
91520 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 6f 72 20 69 20 69 6e 20 72 61 6e 67 65 28 30 2c 31 ].........>>>.for.i.in.range(0,1
91540 30 30 30 29 20 3a 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 61 20 3d 20 6e 70 2e 72 61 6e 000).:................a.=.np.ran
91560 64 6f 6d 2e 6e 6f 72 6d 61 6c 28 6d 75 2c 20 62 65 74 61 2c 20 31 30 30 30 29 0a 20 20 20 20 20 dom.normal(mu,.beta,.1000)......
91580 20 20 20 2e 2e 2e 20 20 20 20 6d 65 61 6e 73 2e 61 70 70 65 6e 64 28 61 2e 6d 65 61 6e 28 29 29 ..........means.append(a.mean())
915a0 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 6d 61 78 69 6d 61 2e 61 70 70 65 6e 64 28 61 2e ................maxima.append(a.
915c0 6d 61 78 28 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 max()).........>>>.count,.bins,.
915e0 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 6d 61 78 69 6d 61 2c 20 33 30 2c 20 64 ignored.=.plt.hist(maxima,.30,.d
91600 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 62 65 74 61 20 3d 20 ensity=True).........>>>.beta.=.
91620 6e 70 2e 73 74 64 28 6d 61 78 69 6d 61 29 20 2a 20 6e 70 2e 73 71 72 74 28 36 29 20 2f 20 6e 70 np.std(maxima).*.np.sqrt(6)./.np
91640 2e 70 69 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 20 3d 20 6e 70 2e 6d 65 61 6e 28 6d 61 78 .pi.........>>>.mu.=.np.mean(max
91660 69 6d 61 29 20 2d 20 30 2e 35 37 37 32 31 2a 62 65 74 61 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 ima).-.0.57721*beta.........>>>.
91680 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a 6e 70 2e 65 78 70 28 2d plt.plot(bins,.(1/beta)*np.exp(-
916a0 28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 (bins.-.mu)/beta)...............
916c0 20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70 28 2d 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d .......*.np.exp(-np.exp(-(bins.-
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91c40 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 ,.n,.k)``,.then.............``m.
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91d00 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 size``.samples.are.drawn........
91d20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 ...Returns.........-------......
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91d60 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 .......Drawn.samples.from.the.pa
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91da0 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d on...........See.Also.........--
91dc0 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e ------.........random.Generator.
91de0 67 65 6f 6d 65 74 72 69 63 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 geometric:.which.should.be.used.
91e00 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a for.new.code...........Examples.
91e20 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 74 65 ........--------.........Draw.te
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91ec0 20 3e 3e 3e 20 7a 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 67 65 6f 6d 65 74 72 69 63 28 70 3d 30 .>>>.z.=.np.random.geometric(p=0
91ee0 2e 33 35 2c 20 73 69 7a 65 3d 31 30 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 48 6f 77 20 6d 61 .35,.size=10000)..........How.ma
91f00 6e 79 20 74 72 69 61 6c 73 20 73 75 63 63 65 65 64 65 64 20 61 66 74 65 72 20 61 20 73 69 6e 67 ny.trials.succeeded.after.a.sing
91f20 6c 65 20 72 75 6e 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 28 7a 20 3d 3d 20 31 29 2e 73 75 le.run?..........>>>.(z.==.1).su
91f40 6d 28 29 20 2f 20 31 30 30 30 30 2e 0a 20 20 20 20 20 20 20 20 30 2e 33 34 38 38 39 39 39 39 39 m()./.10000..........0.348899999
91f60 39 39 39 39 39 39 39 39 20 23 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 99999999.#random................
91f80 0a 20 20 20 20 20 20 20 20 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 63 61 6c 65 3d 31 2e 30 2c .........gamma(shape,.scale=1.0,
91fa0 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 .size=None)..........Draw.sample
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920a0 73 20 61 72 65 20 3e 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 s.are.>.0..............note::...
920c0 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 ..........New.code.should.use.th
920e0 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d 6d 61 e.`~numpy.random.Generator.gamma
92100 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 `.............method.of.a.`~nump
92120 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 y.random.Generator`.instance.ins
92140 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 tead;.............please.see.the
92160 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 .:ref:`random-quick-start`......
92180 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .....Parameters.........--------
921a0 2d 2d 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 --.........shape.:.float.or.arra
921c0 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 y_like.of.floats.............The
921e0 20 73 68 61 70 65 20 6f 66 20 74 68 65 20 67 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e .shape.of.the.gamma.distribution
92200 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 ..Must.be.non-negative..........
92220 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 scale.:.float.or.array_like.of.f
92240 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 loats,.optional.............The.
92260 73 63 61 6c 65 20 6f 66 20 74 68 65 20 67 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e scale.of.the.gamma.distribution.
92280 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20 .Must.be.non-negative...........
922a0 20 20 20 44 65 66 61 75 6c 74 20 69 73 20 65 71 75 61 6c 20 74 6f 20 31 2e 0a 20 20 20 20 20 20 ...Default.is.equal.to.1........
922c0 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f ..size.:.int.or.tuple.of.ints,.o
922e0 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 ptional.............Output.shape
92300 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 ...If.the.given.shape.is,.e.g.,.
92320 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 ``(m,.n,.k)``,.then.............
92340 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e ``m.*.n.*.k``.samples.are.drawn.
92360 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c ..If.size.is.``None``.(default),
92380 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 .............a.single.value.is.r
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923e0 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 73 68 61 70 65 .Otherwise,.``np.broadcast(shape
92400 2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 ,.scale).size``.samples.are.draw
92420 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d n...........Returns.........----
92440 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 ---.........out.:.ndarray.or.sca
92460 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 lar.............Drawn.samples.fr
92480 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 67 61 6d 6d 61 20 64 69 73 74 72 om.the.parameterized.gamma.distr
924a0 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 ibution...........See.Also......
924c0 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e ...--------.........scipy.stats.
924e0 67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 gamma.:.probability.density.func
92500 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 tion,.distribution.or...........
92520 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 ..cumulative.density.function,.e
92540 74 63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d tc..........random.Generator.gam
92560 6d 61 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 ma:.which.should.be.used.for.new
92580 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d .code...........Notes.........--
925a0 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 ---.........The.probability.dens
925c0 69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 ity.for.the.Gamma.distribution.i
925e0 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 78 5e 7b 6b s.............math::.p(x).=.x^{k
92600 2d 31 7d 5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c 74 68 65 74 61 7d 7d 7b 5c 74 68 65 74 61 5e 6b -1}\frac{e^{-x/\theta}}{\theta^k
92620 5c 47 61 6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 \Gamma(k)},..........where.:math
92640 3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68 :`k`.is.the.shape.and.:math:`\th
92660 65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74 eta`.the.scale,.........and.:mat
92680 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e h:`\Gamma`.is.the.Gamma.function
926a0 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f ...........The.Gamma.distributio
926c0 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20 6d 6f 64 65 6c 20 74 68 65 20 74 69 6d n.is.often.used.to.model.the.tim
926e0 65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20 20 20 20 20 20 20 65 6c 65 63 74 72 6f es.to.failure.of.........electro
92700 6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64 20 61 72 69 73 65 73 20 6e 61 74 75 72 nic.components,.and.arises.natur
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92740 20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 50 6f ........waiting.times.between.Po
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92780 65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 evant...........References......
927a0 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 ...----------............[1].Wei
927c0 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 75 74 sstein,.Eric.W.."Gamma.Distribut
927e0 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 ion.".From.MathWorld--A.........
92800 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 .......Wolfram.Web.Resource.....
92820 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f ............https://mathworld.wo
92840 6c 66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c lfram.com/GammaDistribution.html
92860 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d 6d ............[2].Wikipedia,."Gamm
92880 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 a.distribution",................
928a0 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 47 61 https://en.wikipedia.org/wiki/Ga
928c0 6d 6d 61 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c mma_distribution..........Exampl
928e0 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 es.........--------.........Draw
92900 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a .samples.from.the.distribution:.
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93460 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........References.........-----
93480 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61 -----............[1].Glantz,.Sta
934a0 6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73 nton.A.."Primer.of.Biostatistics
934c0 2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .",.McGraw-Hill,................
934e0 46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 Fifth.Edition,.2002.............
93500 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c [2].Wikipedia,."F-distribution",
93520 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 ................https://en.wikip
93540 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 edia.org/wiki/F-distribution....
93560 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a ......Examples.........--------.
93580 20 20 20 20 20 20 20 20 41 6e 20 65 78 61 6d 70 6c 65 20 66 72 6f 6d 20 47 6c 61 6e 74 7a 5b 31 ........An.example.from.Glantz[1
935a0 5d 2c 20 70 70 20 34 37 2d 34 30 3a 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 20 67 72 6f 75 70 73 ],.pp.47-40:..........Two.groups
935c0 2c 20 63 68 69 6c 64 72 65 6e 20 6f 66 20 64 69 61 62 65 74 69 63 73 20 28 32 35 20 70 65 6f 70 ,.children.of.diabetics.(25.peop
935e0 6c 65 29 20 61 6e 64 20 63 68 69 6c 64 72 65 6e 20 66 72 6f 6d 20 70 65 6f 70 6c 65 0a 20 20 20 le).and.children.from.people....
93600 20 20 20 20 20 77 69 74 68 6f 75 74 20 64 69 61 62 65 74 65 73 20 28 32 35 20 63 6f 6e 74 72 6f .....without.diabetes.(25.contro
93620 6c 73 29 2e 20 46 61 73 74 69 6e 67 20 62 6c 6f 6f 64 20 67 6c 75 63 6f 73 65 20 77 61 73 20 6d ls)..Fasting.blood.glucose.was.m
93640 65 61 73 75 72 65 64 2c 0a 20 20 20 20 20 20 20 20 63 61 73 65 20 67 72 6f 75 70 20 68 61 64 20 easured,.........case.group.had.
93660 61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 20 38 36 2e 31 2c 20 63 6f 6e 74 72 6f 6c 73 20 68 a.mean.value.of.86.1,.controls.h
93680 61 64 20 61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 0a 20 20 20 20 20 20 20 20 38 32 2e 32 2e ad.a.mean.value.of.........82.2.
936a0 20 53 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 73 20 77 65 72 65 20 32 2e 30 39 20 61 .Standard.deviations.were.2.09.a
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936e0 20 20 20 20 20 20 20 20 64 61 74 61 20 63 6f 6e 73 69 73 74 65 6e 74 20 77 69 74 68 20 74 68 65 ........data.consistent.with.the
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95b60 4e 49 53 54 20 22 45 6e 67 69 6e 65 65 72 69 6e 67 20 53 74 61 74 69 73 74 69 63 73 20 48 61 6e NIST."Engineering.Statistics.Han
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95f60 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 binomial.distribution...........
95f80 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 62 69 6e 6f 6d 69 61 Samples.are.drawn.from.a.binomia
95fa0 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 l.distribution.with.specified...
95fc0 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 6e 20 74 72 69 61 6c 73 20 61 6e 64 20 70 ......parameters,.n.trials.and.p
95fe0 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 0a 20 20 .probability.of.success.where...
96000 20 20 20 20 20 20 6e 20 61 6e 20 69 6e 74 65 67 65 72 20 3e 3d 20 30 20 61 6e 64 20 70 20 69 73 ......n.an.integer.>=.0.and.p.is
96020 20 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30 2c 31 5d 2e 20 28 6e 20 6d 61 79 20 62 .in.the.interval.[0,1]..(n.may.b
96040 65 0a 20 20 20 20 20 20 20 20 69 6e 70 75 74 20 61 73 20 61 20 66 6c 6f 61 74 2c 20 62 75 74 20 e.........input.as.a.float,.but.
96060 69 74 20 69 73 20 74 72 75 6e 63 61 74 65 64 20 74 6f 20 61 6e 20 69 6e 74 65 67 65 72 20 69 6e it.is.truncated.to.an.integer.in
96080 20 75 73 65 29 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 .use).............note::........
960a0 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e .....New.code.should.use.the.`~n
960c0 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 60 0a umpy.random.Generator.binomial`.
960e0 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e ............method.of.a.`~numpy.
96100 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 random.Generator`.instance.inste
96120 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a ad;.............please.see.the.:
96140 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 ref:`random-quick-start`........
96160 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d ...Parameters.........----------
96180 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f .........n.:.int.or.array_like.o
961a0 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 f.ints.............Parameter.of.
961c0 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 2e 20 46 6c 6f 61 74 73 20 61 the.distribution,.>=.0..Floats.a
961e0 72 65 20 61 6c 73 6f 20 61 63 63 65 70 74 65 64 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 62 75 re.also.accepted,.............bu
96200 74 20 74 68 65 79 20 77 69 6c 6c 20 62 65 20 74 72 75 6e 63 61 74 65 64 20 74 6f 20 69 6e 74 65 t.they.will.be.truncated.to.inte
96220 67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 gers..........p.:.float.or.array
96240 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 _like.of.floats.............Para
96260 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 20 meter.of.the.distribution,.>=.0.
96280 61 6e 64 20 3c 3d 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 and.<=1..........size.:.int.or.t
962a0 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 uple.of.ints,.optional..........
962c0 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 ...Output.shape...If.the.given.s
962e0 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 hape.is,.e.g.,.``(m,.n,.k)``,.th
96300 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d en.............``m.*.n.*.k``.sam
96320 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f ples.are.drawn...If.size.is.``No
96340 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 ne``.(default),.............a.si
96360 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6e 60 60 20 ngle.value.is.returned.if.``n``.
96380 61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 and.``p``.are.both.scalars......
963a0 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 ........Otherwise,.``np.broadcas
963c0 74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e t(n,.p).size``.samples.are.drawn
963e0 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ...........Returns.........-----
96400 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c --.........out.:.ndarray.or.scal
96420 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f ar.............Drawn.samples.fro
96440 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 m.the.parameterized.binomial.dis
96460 74 72 69 62 75 74 69 6f 6e 2c 20 77 68 65 72 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 61 63 tribution,.where.............eac
96480 68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61 6c 20 74 6f 20 74 68 65 20 6e 75 6d 62 65 72 20 h.sample.is.equal.to.the.number.
964a0 6f 66 20 73 75 63 63 65 73 73 65 73 20 6f 76 65 72 20 74 68 65 20 6e 20 74 72 69 61 6c 73 2e 0a of.successes.over.the.n.trials..
964c0 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d .........See.Also.........------
964e0 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 62 69 6e 6f 6d 20 3a 20 70 --.........scipy.stats.binom.:.p
96500 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 robability.density.function,.dis
96520 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 tribution.or.............cumulat
96540 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 ive.density.function,.etc.......
96560 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 3a 20 77 68 ...random.Generator.binomial:.wh
96580 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e ich.should.be.used.for.new.code.
965a0 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 ..........Notes.........-----...
965c0 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 20 66 75 6e 63 74 ......The.probability.mass.funct
965e0 69 6f 6e 20 28 50 4d 46 29 20 66 6f 72 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 ion.(PMF).for.the.binomial.distr
96600 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 ibution.is.............math::.P(
96620 4e 29 20 3d 20 5c 62 69 6e 6f 6d 7b 6e 7d 7b 4e 7d 70 5e 4e 28 31 2d 70 29 5e 7b 6e 2d 4e 7d 2c N).=.\binom{n}{N}p^N(1-p)^{n-N},
96640 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68 65 ..........where.:math:`n`.is.the
96660 20 6e 75 6d 62 65 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 3a 6d 61 74 68 3a 60 70 60 20 69 73 20 .number.of.trials,.:math:`p`.is.
96680 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 6f 66 20 73 75 63 63 65 the.probability.........of.succe
966a0 73 73 2c 20 61 6e 64 20 3a 6d 61 74 68 3a 60 4e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 ss,.and.:math:`N`.is.the.number.
966c0 6f 66 20 73 75 63 63 65 73 73 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 65 73 74 69 of.successes...........When.esti
966e0 6d 61 74 69 6e 67 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 65 72 72 6f 72 20 6f 66 20 61 20 70 mating.the.standard.error.of.a.p
96700 72 6f 70 6f 72 74 69 6f 6e 20 69 6e 20 61 20 70 6f 70 75 6c 61 74 69 6f 6e 20 62 79 0a 20 20 20 roportion.in.a.population.by....
96720 20 20 20 20 20 75 73 69 6e 67 20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 2c 20 74 68 65 20 .....using.a.random.sample,.the.
96740 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 6f 72 6b 73 20 77 65 6c 6c 20 75 normal.distribution.works.well.u
96760 6e 6c 65 73 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 64 75 63 74 20 70 2a 6e 20 3c 3d nless.the.........product.p*n.<=
96780 35 2c 20 77 68 65 72 65 20 70 20 3d 20 70 6f 70 75 6c 61 74 69 6f 6e 20 70 72 6f 70 6f 72 74 69 5,.where.p.=.population.proporti
967a0 6f 6e 20 65 73 74 69 6d 61 74 65 2c 20 61 6e 64 20 6e 20 3d 0a 20 20 20 20 20 20 20 20 6e 75 6d on.estimate,.and.n.=.........num
967c0 62 65 72 20 6f 66 20 73 61 6d 70 6c 65 73 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 74 68 ber.of.samples,.in.which.case.th
967e0 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75 73 65 64 0a e.binomial.distribution.is.used.
96800 20 20 20 20 20 20 20 20 69 6e 73 74 65 61 64 2e 20 46 6f 72 20 65 78 61 6d 70 6c 65 2c 20 61 20 ........instead..For.example,.a.
96820 73 61 6d 70 6c 65 20 6f 66 20 31 35 20 70 65 6f 70 6c 65 20 73 68 6f 77 73 20 34 20 77 68 6f 20 sample.of.15.people.shows.4.who.
96840 61 72 65 20 6c 65 66 74 0a 20 20 20 20 20 20 20 20 68 61 6e 64 65 64 2c 20 61 6e 64 20 31 31 20 are.left.........handed,.and.11.
96860 77 68 6f 20 61 72 65 20 72 69 67 68 74 20 68 61 6e 64 65 64 2e 20 54 68 65 6e 20 70 20 3d 20 34 who.are.right.handed..Then.p.=.4
96880 2f 31 35 20 3d 20 32 37 25 2e 20 30 2e 32 37 2a 31 35 20 3d 20 34 2c 0a 20 20 20 20 20 20 20 20 /15.=.27%..0.27*15.=.4,.........
968a0 73 6f 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 68 6f so.the.binomial.distribution.sho
968c0 75 6c 64 20 62 65 20 75 73 65 64 20 69 6e 20 74 68 69 73 20 63 61 73 65 2e 0a 0a 20 20 20 20 20 uld.be.used.in.this.case........
968e0 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d ...References.........----------
96900 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67 61 61 72 64 2c 20 50 65 74 65 72 2c ............[1].Dalgaard,.Peter,
96920 20 22 49 6e 74 72 6f 64 75 63 74 6f 72 79 20 53 74 61 74 69 73 74 69 63 73 20 77 69 74 68 20 52 ."Introductory.Statistics.with.R
96940 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 70 72 69 6e 67 65 72 2d 56 65 72 6c 61 ",................Springer-Verla
96960 67 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 47 6c 61 6e 74 7a 2c 20 g,.2002.............[2].Glantz,.
96980 53 74 61 6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 Stanton.A.."Primer.of.Biostatist
969a0 69 63 73 2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 ics.",.McGraw-Hill,.............
969c0 20 20 20 46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 ...Fifth.Edition,.2002..........
969e0 2e 2e 20 5b 33 5d 20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e 2c 20 22 45 6c 65 6d 65 6e 74 ...[3].Lentner,.Marvin,."Element
96a00 61 72 79 20 41 70 70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73 22 2c 20 42 6f 67 64 65 6e 0a ary.Applied.Statistics",.Bogden.
96a20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64 20 51 75 69 67 6c 65 79 2c 20 31 39 37 32 ...............and.Quigley,.1972
96a40 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 .............[4].Weisstein,.Eric
96a60 20 57 2e 20 22 42 69 6e 6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f .W.."Binomial.Distribution.".Fro
96a80 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f m.MathWorld--A................Wo
96aa0 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 lfram.Web.Resource..............
96ac0 20 20 20 68 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d ...https://mathworld.wolfram.com
96ae0 2f 42 69 6e 6f 6d 69 61 6c 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 /BinomialDistribution.html......
96b00 20 20 20 2e 2e 20 5b 35 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 42 69 6e 6f 6d 69 61 6c 20 64 ......[5].Wikipedia,."Binomial.d
96b20 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 istribution",................htt
96b40 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 42 69 6e 6f 6d ps://en.wikipedia.org/wiki/Binom
96b60 69 61 6c 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c ial_distribution..........Exampl
96b80 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 es.........--------.........Draw
96ba0 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a .samples.from.the.distribution:.
96bc0 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 2c 20 70 20 3d 20 31 30 2c 20 2e 35 20 20 23 20 6e 75 .........>>>.n,.p.=.10,..5..#.nu
96be0 6d 62 65 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 65 mber.of.trials,.probability.of.e
96c00 61 63 68 20 74 72 69 61 6c 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e ach.trial.........>>>.s.=.np.ran
96c20 64 6f 6d 2e 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 31 30 30 30 29 0a 20 20 20 20 20 20 20 dom.binomial(n,.p,.1000)........
96c40 20 23 20 72 65 73 75 6c 74 20 6f 66 20 66 6c 69 70 70 69 6e 67 20 61 20 63 6f 69 6e 20 31 30 20 .#.result.of.flipping.a.coin.10.
96c60 74 69 6d 65 73 2c 20 74 65 73 74 65 64 20 31 30 30 30 20 74 69 6d 65 73 2e 0a 0a 20 20 20 20 20 times,.tested.1000.times........
96c80 20 20 20 41 20 72 65 61 6c 20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f 6d 70 61 ...A.real.world.example..A.compa
96ca0 6e 79 20 64 72 69 6c 6c 73 20 39 20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 20 65 78 70 6c 6f 72 61 ny.drills.9.wild-cat.oil.explora
96cc0 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68 20 61 6e tion.........wells,.each.with.an
96ce0 20 65 73 74 69 6d 61 74 65 64 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 .estimated.probability.of.succes
96d00 73 20 6f 66 20 30 2e 31 2e 20 41 6c 6c 20 6e 69 6e 65 0a 20 20 20 20 20 20 20 20 77 65 6c 6c 73 s.of.0.1..All.nine.........wells
96d20 20 66 61 69 6c 2e 20 57 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f .fail..What.is.the.probability.o
96d40 66 20 74 68 61 74 20 68 61 70 70 65 6e 69 6e 67 3f 0a 0a 20 20 20 20 20 20 20 20 4c 65 74 27 73 f.that.happening?..........Let's
96d60 20 64 6f 20 32 30 2c 30 30 30 20 74 72 69 61 6c 73 20 6f 66 20 74 68 65 20 6d 6f 64 65 6c 2c 20 .do.20,000.trials.of.the.model,.
96d80 61 6e 64 20 63 6f 75 6e 74 20 74 68 65 20 6e 75 6d 62 65 72 20 74 68 61 74 0a 20 20 20 20 20 20 and.count.the.number.that.......
96da0 20 20 67 65 6e 65 72 61 74 65 20 7a 65 72 6f 20 70 6f 73 69 74 69 76 65 20 72 65 73 75 6c 74 73 ..generate.zero.positive.results
96dc0 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 75 6d 28 6e 70 2e 72 61 6e 64 6f 6d 2e 62 69 6e ...........>>>.sum(np.random.bin
96de0 6f 6d 69 61 6c 28 39 2c 20 30 2e 31 2c 20 32 30 30 30 30 29 20 3d 3d 20 30 29 2f 32 30 30 30 30 omial(9,.0.1,.20000).==.0)/20000
96e00 2e 0a 20 20 20 20 20 20 20 20 23 20 61 6e 73 77 65 72 20 3d 20 30 2e 33 38 38 38 35 2c 20 6f 72 ..........#.answer.=.0.38885,.or
96e20 20 33 38 25 2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .38%............................
96e40 61 20 6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 30 20 75 6e 6c 65 73 73 20 a.must.be.greater.than.0.unless.
96e60 6e 6f 20 73 61 6d 70 6c 65 73 20 61 72 65 20 74 61 6b 65 6e 00 00 00 00 00 00 00 00 00 00 00 00 no.samples.are.taken............
96e80 27 61 27 20 63 61 6e 6e 6f 74 20 62 65 20 65 6d 70 74 79 20 75 6e 6c 65 73 73 20 6e 6f 20 73 61 'a'.cannot.be.empty.unless.no.sa
96ea0 6d 70 6c 65 73 20 61 72 65 20 74 61 6b 65 6e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 mples.are.taken.................
96ec0 55 6e 73 75 70 70 6f 72 74 65 64 20 64 74 79 70 65 20 25 72 20 66 6f 72 20 72 61 6e 64 69 6e 74 Unsupported.dtype.%r.for.randint
96ee0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
96f00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 20 28 6c 69 6e 65 RandomState.standard_gamma.(line
96f20 20 31 35 38 31 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .1581)..........................
96f40 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 RandomState.multivariate_normal.
96f60 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 73 65 72 69 65 73 20 28 6c 69 6e 65 20 33 39 38 33 RandomState.logseries.(line.3983
96f80 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 )...............................
96fa0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 6e 6f 72 6d 61 6c 20 28 6c 69 6e 65 20 32 39 38 36 RandomState.lognormal.(line.2986
96fc0 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 )...............................
96fe0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 28 6c 69 6e 65 RandomState.hypergeometric.(line
97000 20 33 38 35 32 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .3852)..........................
97020 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 65 6f 6d 65 74 72 69 63 20 28 6c 69 6e 65 20 33 37 39 30 RandomState.geometric.(line.3790
97040 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 )...............................
97060 52 61 6e 64 6f 6d 53 74 61 74 65 2e 64 69 72 69 63 68 6c 65 74 20 28 6c 69 6e 65 20 34 34 31 35 RandomState.dirichlet.(line.4415
97080 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 )...............................
970a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 63 68 69 73 71 75 61 72 65 20 28 6c 69 6e 65 20 31 39 32 35 RandomState.chisquare.(line.1925
970c0 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 )...............................
970e0 d0 04 1a 98 2a a0 4a a8 61 f0 7a 02 00 09 1f 98 61 f0 0a 00 09 10 88 7e d0 1d 2e a8 61 a8 77 b0 ....*.J.a.z.....a......~....a.w.
97100 6f c0 51 d8 08 10 90 0e d0 1e 2f a8 71 b0 08 b8 0f c0 71 e0 08 0d 88 5d 98 21 98 36 a0 15 a0 6d o.Q......./.q.....q....].!.6...m
97120 b0 31 b0 4a b8 61 d8 0c 13 d0 13 23 a0 31 a0 41 d8 0c 14 d0 14 24 a0 41 a0 51 d8 0c 14 90 46 98 .1.J.a.....#.1.A.....$.A.Q....F.
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97b20 41 b0 54 b8 1a c0 36 c8 14 c8 51 d8 1c 23 a0 34 a0 71 d8 1c 23 a0 34 a0 71 d8 1c 24 a0 44 a8 01 A.T...6...Q..#.4.q..#.4.q..$.D..
97b40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
97b60 0a 20 20 20 20 20 20 20 20 77 61 6c 64 28 6d 65 61 6e 2c 20 73 63 61 6c 65 2c 20 73 69 7a 65 3d .........wald(mean,.scale,.size=
97b80 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d None)..........Draw.samples.from
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97c40 61 69 6d 20 74 68 61 74 20 74 68 65 20 57 61 6c 64 20 69 73 20 61 6e 20 69 6e 76 65 72 73 65 20 aim.that.the.Wald.is.an.inverse.
97c60 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 6d 65 61 6e 20 65 71 75 61 6c Gaussian.........with.mean.equal
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97ce0 74 75 64 69 65 64 20 69 6e 20 72 65 6c 61 74 69 6f 6e 73 68 69 70 20 74 6f 0a 20 20 20 20 20 20 tudied.in.relationship.to.......
97d00 20 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f 6e 2e 20 49 6e 20 31 39 35 36 20 4d 2e 43 2e 4b ..Brownian.motion..In.1956.M.C.K
97d20 2e 20 54 77 65 65 64 69 65 20 75 73 65 64 20 74 68 65 20 6e 61 6d 65 20 69 6e 76 65 72 73 65 20 ..Tweedie.used.the.name.inverse.
97d40 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 20 62 65 63 61 75 73 65 20 74 68 65 72 65 20 69 Gaussian.........because.there.i
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97de0 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 :.............New.code.should.us
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97e40 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 umpy.random.Generator`.instance.
97e60 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
97e80 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a the.:ref:`random-quick-start`...
97ea0 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........Parameters.........-----
97ec0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65 61 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 -----.........mean.:.float.or.ar
97ee0 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 ray_like.of.floats.............D
97f00 69 73 74 72 69 62 75 74 69 6f 6e 20 6d 65 61 6e 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 istribution.mean,.must.be.>.0...
97f20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 .......scale.:.float.or.array_li
97f40 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 70 ke.of.floats.............Scale.p
97f60 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 arameter,.must.be.>.0..........s
97f80 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 ize.:.int.or.tuple.of.ints,.opti
97fa0 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 onal.............Output.shape...
97fc0 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 If.the.given.shape.is,.e.g.,.``(
97fe0 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d m,.n,.k)``,.then.............``m
98000 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 .*.n.*.k``.samples.are.drawn...I
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98040 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 ..........a.single.value.is.retu
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98080 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 re.both.scalars..............Oth
980a0 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 65 61 6e 2c 20 73 63 61 erwise,.``np.broadcast(mean,.sca
980c0 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 le).size``.samples.are.drawn....
980e0 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 .......Returns.........-------..
98100 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 .......out.:.ndarray.or.scalar..
98120 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
98140 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 61 6c 64 20 64 69 73 74 72 69 62 75 74 69 6f e.parameterized.Wald.distributio
98160 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d n...........See.Also.........---
98180 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77 -----.........random.Generator.w
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983e0 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e --------............[1].Brighton
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9a600 43 48 20 65 2d 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 74 61 74 69 73 74 69 63 61 6c 20 4d 65 74 CH.e-Handbook.of.Statistical.Met
9a620 68 6f 64 73 2c 20 22 43 61 75 63 68 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 hods,."Cauchy...............Dist
9a640 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f ribution",...............https:/
9a660 2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f /www.itl.nist.gov/div898/handboo
9a680 6b 2f 65 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 33 36 36 33 2e 68 74 6d 0a 20 20 20 20 20 k/eda/section3/eda3663.htm......
9a6a0 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 43 61 ......[2].Weisstein,.Eric.W.."Ca
9a6c0 75 63 68 79 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 uchy.Distribution.".From.MathWor
9a6e0 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 ld--A...............Wolfram.Web.
9a700 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f Resource................https://
9a720 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 43 61 75 63 68 79 44 69 73 74 mathworld.wolfram.com/CauchyDist
9a740 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b ribution.html............[3].Wik
9a760 69 70 65 64 69 61 2c 20 22 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 ipedia,."Cauchy.distribution"...
9a780 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 ............https://en.wikipedia
9a7a0 2e 6f 72 67 2f 77 69 6b 69 2f 43 61 75 63 68 79 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 .org/wiki/Cauchy_distribution...
9a7c0 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......Examples.........--------
9a7e0 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 61 6e 64 20 70 6c 6f 74 20 74 .........Draw.samples.and.plot.t
9a800 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d he.distribution:..........>>>.im
9a820 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 port.matplotlib.pyplot.as.plt...
9a840 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61 72 64 ......>>>.s.=.np.random.standard
9a860 5f 63 61 75 63 68 79 28 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d _cauchy(1000000).........>>>.s.=
9a880 20 73 5b 28 73 3e 2d 32 35 29 20 26 20 28 73 3c 32 35 29 5d 20 20 23 20 74 72 75 6e 63 61 74 65 .s[(s>-25).&.(s<25)]..#.truncate
9a8a0 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 6f 20 69 74 20 70 6c 6f 74 73 20 77 65 6c 6c 0a 20 .distribution.so.it.plots.well..
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9a8e0 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 .........>>>.plt.show().........
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9aa00 62 75 74 0a 20 20 20 20 20 20 20 20 74 68 65 69 72 20 63 6f 6e 74 65 6e 74 73 20 72 65 6d 61 69 but.........their.contents.remai
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9aa40 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 ............New.code.should.use.
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9aaa0 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 numpy.random.Generator`.instance
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9abe0 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c 65 3a .......random.Generator.shuffle:
9ac00 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f .which.should.be.used.for.new.co
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9af00 2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 65 78 61 6d 70 6c 65 20 64 65 6d 6f 6e 73 74 72 61 ..........This.example.demonstra
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9b020 52 61 6e 64 6f 6d 53 74 61 74 65 28 4d 54 31 39 39 33 37 28 53 65 65 64 53 65 71 75 65 6e 63 65 RandomState(MT19937(SeedSequence
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9b4e0 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .Examples.........--------......
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9cb40 64 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 d.Poisson.distribution..........
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9cb80 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 3a 20 77 68 69 ...random.Generator.poisson:.whi
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9cbc0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
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9ce00 61 6c 75 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 alue...........References.......
9ce20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 ..----------............[1].Weis
9ce40 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 50 6f 69 73 73 6f 6e 20 44 69 73 74 72 69 62 75 stein,.Eric.W.."Poisson.Distribu
9ce60 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 6f 6d 20 4d 61 74 68 57 tion."................From.MathW
9ce80 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 orld--A.Wolfram.Web.Resource....
9cea0 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 .............https://mathworld.w
9cec0 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 50 6f 69 73 73 6f 6e 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 olfram.com/PoissonDistribution.h
9cee0 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50 tml............[2].Wikipedia,."P
9cf00 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 oisson.distribution",...........
9cf20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 .....https://en.wikipedia.org/wi
9cf40 6b 69 2f 50 6f 69 73 73 6f 6e 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 ki/Poisson_distribution.........
9cf60 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .Examples.........--------......
9cf80 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 ...Draw.samples.from.the.distrib
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9cfe0 2e 70 6f 69 73 73 6f 6e 28 35 2c 20 31 30 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 .poisson(5,.10000)..........Disp
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9d600 5b 30 2c 20 31 2c 20 32 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 34 2c [0,.1,.2],................[3,.4,
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9dca0 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 ............Drawn.samples.from.t
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9e120 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 ...........[3].Weisstein,.Eric.W
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9e1c0 70 6c 61 63 65 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e placeDistribution.html..........
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9e4e0 6c 6f 74 28 78 2c 67 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 lot(x,g)........................
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9ec60 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 74 68 6f 64 20 75 73 65 73 20 74 68 65 20 66 6f ..........The.method.uses.the.fo
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9ece0 74 68 61 74 20 66 6f 6c 6c 6f 77 20 61 20 73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 0a 20 20 20 that.follow.a.standard.gamma....
9ed00 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 74 68 65 6e 20 3a 6d 61 74 68 3a 60 58 .....distribution,.then.:math:`X
9ed20 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 73 75 6d 5f 7b 69 3d 31 7d 5e 6b 7b 59 5f 69 7d 7d 20 59 .=.\frac{1}{\sum_{i=1}^k{Y_i}}.Y
9ed40 60 0a 20 20 20 20 20 20 20 20 69 73 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72 69 62 75 74 `.........is.Dirichlet-distribut
9ed60 65 64 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d ed..........References.........-
9ed80 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 76 69 64 20 4d ---------............[1].David.M
9eda0 63 4b 61 79 2c 20 22 49 6e 66 6f 72 6d 61 74 69 6f 6e 20 54 68 65 6f 72 79 2c 20 49 6e 66 65 72 cKay,."Information.Theory,.Infer
9edc0 65 6e 63 65 20 61 6e 64 20 4c 65 61 72 6e 69 6e 67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 ence.and.Learning...............
9ede0 20 41 6c 67 6f 72 69 74 68 6d 73 2c 22 20 63 68 61 70 74 65 72 20 32 33 2c 0a 20 20 20 20 20 20 .Algorithms,".chapter.23,.......
9ee00 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 6e 66 65 72 65 6e 63 65 2e 6f .........https://www.inference.o
9ee20 72 67 2e 75 6b 2f 6d 61 63 6b 61 79 2f 69 74 69 6c 61 2f 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b rg.uk/mackay/itila/............[
9ee40 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 2].Wikipedia,."Dirichlet.distrib
9ee60 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 ution",................https://e
9ee80 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 44 69 72 69 63 68 6c 65 74 5f 64 n.wikipedia.org/wiki/Dirichlet_d
9eea0 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 istribution..........Examples...
9eec0 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 61 6b 69 6e 67 20 61 6e ......--------.........Taking.an
9eee0 20 65 78 61 6d 70 6c 65 20 63 69 74 65 64 20 69 6e 20 57 69 6b 69 70 65 64 69 61 2c 20 74 68 69 .example.cited.in.Wikipedia,.thi
9ef00 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 62 65 20 75 73 65 64 20 69 66 0a 20 20 s.distribution.can.be.used.if...
9ef20 20 20 20 20 20 20 6f 6e 65 20 77 61 6e 74 65 64 20 74 6f 20 63 75 74 20 73 74 72 69 6e 67 73 20 ......one.wanted.to.cut.strings.
9ef40 28 65 61 63 68 20 6f 66 20 69 6e 69 74 69 61 6c 20 6c 65 6e 67 74 68 20 31 2e 30 29 20 69 6e 74 (each.of.initial.length.1.0).int
9ef60 6f 20 4b 20 70 69 65 63 65 73 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 64 69 66 66 65 72 65 6e o.K.pieces.........with.differen
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9efa0 20 6f 6e 20 61 76 65 72 61 67 65 2c 20 61 20 64 65 73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20 .on.average,.a.designated.......
9efc0 20 20 61 76 65 72 61 67 65 20 6c 65 6e 67 74 68 2c 20 62 75 74 20 61 6c 6c 6f 77 69 6e 67 20 73 ..average.length,.but.allowing.s
9efe0 6f 6d 65 20 76 61 72 69 61 74 69 6f 6e 20 69 6e 20 74 68 65 20 72 65 6c 61 74 69 76 65 20 73 69 ome.variation.in.the.relative.si
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9f020 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 69 72 69 63 68 6c 65 74 28 ....>>>.s.=.np.random.dirichlet(
9f040 28 31 30 2c 20 35 2c 20 33 29 2c 20 32 30 29 2e 74 72 61 6e 73 70 6f 73 65 28 29 0a 0a 20 20 20 (10,.5,.3),.20).transpose().....
9f060 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f .....>>>.import.matplotlib.pyplo
9f080 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 68 28 72 61 t.as.plt.........>>>.plt.barh(ra
9f0a0 6e 67 65 28 32 30 29 2c 20 73 5b 30 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 nge(20),.s[0]).........>>>.plt.b
9f0c0 61 72 68 28 72 61 6e 67 65 28 32 30 29 2c 20 73 5b 31 5d 2c 20 6c 65 66 74 3d 73 5b 30 5d 2c 20 arh(range(20),.s[1],.left=s[0],.
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9f100 72 61 6e 67 65 28 32 30 29 2c 20 73 5b 32 5d 2c 20 6c 65 66 74 3d 73 5b 30 5d 2b 73 5b 31 5d 2c range(20),.s[2],.left=s[0]+s[1],
9f120 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c .color='r').........>>>.plt.titl
9f140 65 28 22 4c 65 6e 67 74 68 73 20 6f 66 20 53 74 72 69 6e 67 73 22 29 0a 0a 20 20 20 20 20 20 20 e("Lengths.of.Strings").........
9f160 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9f180 52 61 6e 64 6f 6d 53 74 61 74 65 2e 76 6f 6e 6d 69 73 65 73 20 28 6c 69 6e 65 20 32 32 37 37 29 RandomState.vonmises.(line.2277)
9f1a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9f1c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 79 6c 65 69 67 68 20 28 6c 69 6e 65 20 33 31 30 32 29 RandomState.rayleigh.(line.3102)
9f1e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9f200 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 69 73 74 69 63 20 28 6c 69 6e 65 20 32 39 30 30 29 RandomState.logistic.(line.2900)
9f220 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9f240 52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 69 6e 6f 6d 69 61 6c 20 28 6c 69 6e 65 20 33 33 36 35 29 RandomState.binomial.(line.3365)
9f260 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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9f580 d8 1a 1b e0 08 0f 88 74 90 38 98 31 98 45 a0 13 a0 41 a0 56 a8 32 a8 53 b0 05 b0 56 b8 36 c0 11 .......t.8.1.E...A.V.2.S...V.6..
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9f5c0 20 69 73 20 6e 6f 74 20 76 61 6c 69 64 2e 00 00 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 64 6f .is.not.valid...probabilities.do
9f5e0 20 6e 6f 74 20 73 75 6d 20 74 6f 20 31 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .not.sum.to.1...................
9f600 52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 65 69 62 75 6c 6c 20 28 6c 69 6e 65 20 32 34 36 39 29 00 RandomState.weibull.(line.2469).
9f620 52 61 6e 64 6f 6d 53 74 61 74 65 2e 75 6e 69 66 6f 72 6d 20 28 6c 69 6e 65 20 31 30 36 39 29 00 RandomState.uniform.(line.1069).
9f640 52 61 6e 64 6f 6d 53 74 61 74 65 2e 74 6f 6d 61 78 69 6e 74 20 28 6c 69 6e 65 20 36 32 35 29 00 RandomState.tomaxint.(line.625).
9f660 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 68 75 66 66 6c 65 20 28 6c 69 6e 65 20 34 35 36 34 29 00 RandomState.shuffle.(line.4564).
9f680 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 6f 69 73 73 6f 6e 20 28 6c 69 6e 65 20 33 36 31 31 29 00 RandomState.poisson.(line.3611).
9f6a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 00 00 RandomState.negative_binomial...
9f6c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 61 70 6c 61 63 65 20 28 6c 69 6e 65 20 32 36 38 32 29 00 RandomState.laplace.(line.2682).
9f6e0 5f 52 61 6e 64 6f 6d 53 74 61 74 65 5f 5f 72 61 6e 64 6f 6d 73 74 61 74 65 5f 63 74 6f 72 00 00 _RandomState__randomstate_ctor..
9f700 70 76 61 6c 73 20 6d 75 73 74 20 62 65 20 61 20 31 2d 64 20 73 65 71 75 65 6e 63 65 00 00 00 00 pvals.must.be.a.1-d.sequence....
9f720 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 69 6e 74 20 28 6c 69 6e 65 20 36 38 38 29 00 00 RandomState.randint.(line.688)..
9f740 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 61 72 65 74 6f 20 28 6c 69 6e 65 20 32 33 36 36 29 00 00 RandomState.pareto.(line.2366)..
9f760 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 72 6d 61 6c 20 28 6c 69 6e 65 20 31 34 37 32 29 00 00 RandomState.normal.(line.1472)..
9f780 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 75 6d 62 65 6c 20 28 6c 69 6e 65 20 32 37 37 36 29 00 00 RandomState.gumbel.(line.2776)..
9f7a0 27 61 27 20 61 6e 64 20 27 70 27 20 6d 75 73 74 20 68 61 76 65 20 73 61 6d 65 20 73 69 7a 65 00 'a'.and.'p'.must.have.same.size.
9f7c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00 00 00 00 00 RandomState.standard_normal.....
9f7e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 00 00 00 00 00 RandomState.standard_cauchy.....
9f800 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 00 00 00 00 00 RandomState.random_integers.....
9f820 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6e 20 28 6c 69 6e 65 20 31 32 34 30 29 00 00 00 RandomState.randn.(line.1240)...
9f840 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 6f 77 65 72 20 28 6c 69 6e 65 20 32 35 37 33 29 00 00 00 RandomState.power.(line.2573)...
9f860 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 61 6d 6d 61 20 28 6c 69 6e 65 20 31 36 36 33 29 00 00 00 RandomState.gamma.(line.1663)...
9f880 52 61 6e 64 6f 6d 53 74 61 74 65 2e 63 68 6f 69 63 65 20 28 6c 69 6e 65 20 38 35 35 29 00 00 00 RandomState.choice.(line.855)...
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9f8e0 98 41 98 51 00 00 00 00 00 00 00 00 00 00 00 00 6d 65 61 6e 20 6d 75 73 74 20 62 65 20 31 20 64 .A.Q............mean.must.be.1.d
9f900 69 6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 52 61 6e 67 65 20 65 78 63 65 65 64 73 20 76 61 imensional......Range.exceeds.va
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9f940 20 28 6c 69 6e 65 20 33 36 39 34 29 00 00 00 00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 61 6c 64 .(line.3694)....RandomState.wald
9f960 20 28 6c 69 6e 65 20 33 31 37 39 29 00 00 00 00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e .(line.3179)....RandomState.stan
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9f9c0 72 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 79 74 65 rgeometric......RandomState.byte
9f9e0 73 20 28 6c 69 6e 65 20 38 31 39 29 00 00 00 00 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 63 6f s.(line.819)....probabilities.co
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9fa60 41 98 51 00 00 00 00 00 00 00 00 00 00 00 00 00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 65 65 64 A.Q.............RandomState.seed
9fa80 20 28 6c 69 6e 65 20 32 33 32 29 00 00 00 00 00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 .(line.232).....RandomState.rand
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9fac0 65 6e 74 72 61 6c 5f 66 00 00 00 00 00 00 00 00 27 70 27 20 6d 75 73 74 20 62 65 20 31 2d 64 69 entral_f........'p'.must.be.1-di
9fae0 6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 00 6e 75 6d 70 79 2f 72 61 6e 64 6f 6d 2f 6d 74 72 mensional.......numpy/random/mtr
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9fbe0 69 6e 65 20 31 37 34 37 29 00 00 00 00 00 00 00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 65 78 70 6f ine.1747).......RandomState.expo
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9fc60 52 61 6e 64 6f 6d 53 74 61 74 65 2e 74 72 69 61 6e 67 75 6c 61 72 00 00 00 00 00 00 00 00 00 00 RandomState.triangular..........
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9fe00 98 51 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .Q..............................
9fe20 d0 04 23 a0 31 f0 50 02 00 09 10 88 74 90 31 90 41 d0 15 2d a8 51 a8 64 b0 2d b8 76 c0 54 c8 17 ..#.1.P.....t.1.A..-.Q.d.-.v.T..
9fe40 d0 50 51 d8 14 19 98 14 98 5b a8 05 a8 54 b0 1b b8 45 c0 14 c0 5b d0 50 51 00 00 00 00 00 00 00 .PQ......[...T...E...[.PQ.......
9fe60 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 65 74 5f 73 74 61 74 65 00 00 00 00 00 00 00 00 00 00 00 RandomState.set_state...........
9fe80 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 73 65 72 69 65 73 00 00 00 00 00 00 00 00 00 00 00 RandomState.logseries...........
9fea0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 00 00 00 00 RandomState.lognormal...........
9fec0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 65 74 5f 73 74 61 74 65 00 00 00 00 00 00 00 00 00 00 00 RandomState.get_state...........
9fee0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 00 00 00 00 00 RandomState.geometric...........
9ff00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 64 69 72 69 63 68 6c 65 74 00 00 00 00 00 00 00 00 00 00 00 RandomState.dirichlet...........
9ff20 52 61 6e 64 6f 6d 53 74 61 74 65 2e 63 68 69 73 71 75 61 72 65 00 00 00 00 00 00 00 00 00 00 00 RandomState.chisquare...........
9ff40 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 standard_exponential............
9ff60 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 00 00 00 00 00 00 00 00 00 00 00 00 noncentral_chisquare............
9ff80 d0 04 1d 98 5a a0 71 f0 50 02 00 09 10 88 74 90 31 90 41 d0 15 26 a0 61 a0 74 a8 3a b0 56 b8 34 ....Z.q.P.....t.1.A..&.a.t.:.V.4
9ffa0 b8 77 c0 61 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 51 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 .w.a....9.A......Q......[.......
9ffc0 d0 04 29 a8 11 f0 58 02 00 09 10 88 74 90 31 90 41 d0 15 2c a8 41 a8 54 b0 1d b8 66 c0 44 c8 07 ..)...X.....t.1.A..,.A.T...f.D..
9ffe0 c8 71 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 51 d8 14 19 98 14 98 51 d8 14 15 00 00 00 00 00 00 .q....9.A......Q......Q.........
a0000 52 61 6e 64 6f 6d 53 74 61 74 65 2e 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.vonmises............
a0020 52 61 6e 64 6f 6d 53 74 61 74 65 2e 74 6f 6d 61 78 69 6e 74 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.tomaxint............
a0040 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 79 6c 65 69 67 68 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.rayleigh............
a0060 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.logistic............
a0080 52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.binomial............
a00a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 5f 5f 72 65 64 75 63 65 5f 5f 00 00 00 00 00 00 00 00 00 00 RandomState.__reduce__..........
a00c0 79 6f 75 20 61 72 65 20 73 68 75 66 66 6c 69 6e 67 20 61 20 27 00 00 00 00 00 00 00 00 00 00 00 you.are.shuffling.a.'...........
a00e0 d0 04 27 a0 71 f0 68 02 00 09 10 88 74 90 31 90 41 d0 15 26 a0 61 a0 74 a8 3a b0 56 b8 34 b8 77 ..'.q.h.....t.1.A..&.a.t.:.V.4.w
a0100 c0 61 d8 14 18 98 06 98 61 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 00 .a......a....9.A......[.........
a0120 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 00 00 00 00 00 00 00 00 00 00 00 00 00 numpy.random.mtrand.............
a0140 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 multivariate_normal.............
a0160 52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 65 69 62 75 6c 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.weibull.............
a0180 52 61 6e 64 6f 6d 53 74 61 74 65 2e 75 6e 69 66 6f 72 6d 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.uniform.............
a01a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 68 75 66 66 6c 65 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.shuffle.............
a01c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 69 6e 74 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.randint.............
a01e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 6f 69 73 73 6f 6e 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.poisson.............
a0200 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 61 70 6c 61 63 65 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.laplace.............
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a0240 71 d8 14 17 90 75 98 41 d8 14 19 98 14 98 51 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 00 00 q....u.A......Q......[..........
a0260 d0 04 1c 98 41 f0 50 03 00 09 10 88 74 90 31 90 41 90 5e a0 31 a0 44 a8 0d b0 56 b8 34 b8 77 c0 ....A.P.....t.1.A.^.1.D...V.4.w.
a0280 61 d8 14 17 90 75 98 41 d8 14 19 98 14 98 51 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 00 00 a....u.A......Q......[..........
a02a0 d0 04 32 b0 21 f0 62 02 00 09 10 88 74 90 31 90 41 d0 15 32 b0 21 b0 34 b0 7d c0 46 c8 24 c8 67 ..2.!.b.....t.1.A..2.!.4.}.F.$.g
a02c0 d0 55 56 d8 14 18 98 06 98 61 d8 14 1a 98 28 a0 21 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 .UV......a....(.!......[........
a02e0 d0 04 23 a0 31 f0 72 02 00 09 10 88 74 90 31 90 41 90 5a 98 71 a0 04 a0 4d b0 16 b0 74 b8 37 c0 ..#.1.r.....t.1.A.Z.q...M...t.7.
a0300 21 d8 14 1b 98 39 a0 41 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 00 00 !....9.A....9.A......[..........
a0320 d0 04 21 a0 1a a8 31 f0 5e 02 00 09 10 88 74 90 31 90 41 90 5e a0 31 a0 44 a8 0d b0 56 b8 34 b8 ..!...1.^.....t.1.A.^.1.D...V.4.
a0340 77 c0 61 d8 14 1b 98 39 a0 41 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 w.a....9.A....9.A......[........
a0360 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 20 3c 20 6e 73 61 6d 70 6c 65 00 00 00 00 00 00 00 00 00 00 ngood.+.nbad.<.nsample..........
a0380 d0 04 1b 98 3b a0 6a b0 01 f0 62 02 00 09 10 88 74 90 31 90 41 d0 15 26 a0 61 a0 74 a8 3a b0 56 ....;.j...b.....t.1.A..&.a.t.:.V
a03a0 b8 34 b8 77 c0 61 d8 14 19 98 17 a0 01 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 5b a8 01 00 00 00 .4.w.a...........9.A......[.....
a03c0 63 6c 69 6e 65 5f 69 6e 5f 74 72 61 63 65 62 61 63 6b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 cline_in_traceback..............
a03e0 61 73 79 6e 63 69 6f 2e 63 6f 72 6f 75 74 69 6e 65 73 00 00 00 00 00 00 00 00 00 00 00 00 00 00 asyncio.coroutines..............
a0400 61 72 72 61 79 20 69 73 20 72 65 61 64 2d 6f 6e 6c 79 00 00 00 00 00 00 00 00 00 00 00 00 00 00 array.is.read-only..............
a0420 d0 04 1e 98 61 f0 5e 01 00 09 10 88 74 90 31 90 41 90 5d a0 21 a0 34 a0 7d b0 46 b8 24 b8 67 c0 ....a.^.....t.1.A.].!.4.}.F.$.g.
a0440 51 d8 14 17 90 75 98 41 d8 14 17 90 75 98 41 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 00 00 Q....u.A....u.A......[..........
a0460 d0 04 1a 98 2b a0 5a a8 71 f0 72 02 00 09 10 88 74 90 31 90 41 d0 15 25 a0 51 a0 64 a8 2a b0 46 ....+.Z.q.r.....t.1.A..%.Q.d.*.F
a0480 b8 24 b8 67 c0 51 d8 14 19 98 17 a0 01 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 5b a8 01 00 00 00 .$.g.Q...........9.A......[.....
a04a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.random..............
a04c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 61 72 65 74 6f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.pareto..............
a04e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.normal..............
a0500 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 75 6d 62 65 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.gumbel..............
a0520 52 61 6e 64 6f 6d 53 74 61 74 65 2e 63 68 6f 69 63 65 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.choice..............
a0540 d0 04 20 a0 0a a8 21 f0 4e 02 00 09 10 88 74 90 31 90 41 d0 15 29 a8 11 a8 24 a8 6d b8 36 c0 14 ......!.N.....t.1.A..)...$.m.6..
a0560 c0 57 c8 41 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 51 d8 14 19 98 14 98 51 d8 14 15 00 00 00 00 .W.A....9.A......Q......Q.......
a0580 d0 04 19 98 1b a0 4a a8 61 f0 6e 03 00 09 10 88 74 90 31 90 41 90 5f a0 41 a0 54 a8 1a b0 36 b8 ......J.a.n.....t.1.A._.A.T...6.
a05a0 14 b8 57 c0 41 d8 14 19 98 17 a0 01 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 5b a8 01 00 00 00 00 ..W.A...........9.A......[......
a05c0 44 65 70 72 65 63 61 74 69 6f 6e 57 61 72 6e 69 6e 67 00 00 00 00 00 00 00 00 00 00 00 00 00 00 DeprecationWarning..............
a05e0 73 65 74 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 set_bit_generator...............
a0600 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 negative_binomial...............
a0620 67 65 74 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 get_bit_generator...............
a0640 d0 04 1e 98 61 f0 46 03 00 09 10 88 74 90 31 90 41 d0 15 25 a0 51 a0 64 a8 2d b0 76 b8 54 c0 17 ....a.F.....t.1.A..%.Q.d.-.v.T..
a0660 c8 01 d8 14 17 90 75 98 41 d8 14 19 98 14 98 51 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 00 ......u.A......Q......[.........
a0680 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.randn...............
a06a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 6f 77 65 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.power...............
a06c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 61 6d 6d 61 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.gamma...............
a06e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 79 74 65 73 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.bytes...............
a0700 80 41 f0 4e 01 00 09 0c 88 33 88 61 88 76 90 53 98 01 d8 0c 13 90 34 90 7e a0 51 e0 0c 13 90 34 .A.N.....3.a.v.S......4.~.Q....4
a0720 90 7e a0 51 a0 65 a8 31 00 00 00 00 00 00 00 00 5f 5f 72 61 6e 64 6f 6d 73 74 61 74 65 5f 63 74 .~.Q.e.1........__randomstate_ct
a0740 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6d 61 79 5f 73 68 61 72 65 5f 6d 65 6d 6f 72 79 or..............may_share_memory
a0760 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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a07a0 c8 31 d8 14 18 98 06 98 61 d8 14 17 90 74 98 31 d8 14 17 90 74 98 31 d8 14 15 00 00 00 00 00 00 .1......a....t.1....t.1.........
a07c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 7a 69 70 66 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.zipf................
a07e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 61 6c 64 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.wald................
a0800 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 65 65 64 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.seed................
a0820 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.rand................
a0840 52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 65 74 61 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RandomState.beta................
a0860 d0 04 25 a0 51 f0 50 02 00 09 10 88 74 90 31 90 41 90 5d a0 21 a0 34 a0 7d b0 46 b8 24 b8 67 c0 ..%.Q.P.....t.1.A.].!.4.}.F.$.g.
a0880 51 d8 14 1a 98 28 a0 21 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 00 00 Q....(.!....9.A......[..........
a08a0 d0 04 21 a0 11 f0 4e 02 00 09 10 88 74 90 31 90 41 d0 15 27 a0 71 a8 04 a8 4d b8 16 b8 74 c0 37 ..!...N.....t.1.A..'.q...M...t.7
a08c0 c8 21 d8 14 18 98 06 98 61 d8 14 19 98 14 98 51 d8 14 19 98 14 98 5b a8 01 00 00 00 00 00 00 00 .!......a......Q......[.........
a08e0 80 41 f0 7e 01 00 09 0c 88 33 88 61 88 76 90 53 98 01 d8 0c 13 90 34 d0 17 27 a0 71 e0 0c 13 90 .A.~.....3.a.v.S......4..'.q....
a0900 34 d0 17 27 a0 71 a8 05 a8 51 00 00 00 00 00 00 75 6e 69 66 6f 72 6d 5f 73 61 6d 70 6c 65 73 00 4..'.q...Q......uniform_samples.
a0920 73 75 6d 28 70 76 61 6c 73 5b 3a 2d 31 5d 29 20 3e 20 31 2e 30 00 00 00 00 00 00 00 00 00 00 00 sum(pvals[:-1]).>.1.0...........
a0940 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 00 standard_normal.standard_cauchy.
a0960 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 00 5f 70 6f 69 73 73 6f 6e 5f 6c 61 6d 5f 6d 61 78 random_integers._poisson_lam_max
a0980 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 63 6f 6c 6c 65 63 74 69 6f 6e 73 2e 61 62 63 00 ................collections.abc.
a09a0 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 _bit_generator..................
a09c0 d0 04 28 a8 01 f0 4c 01 00 09 10 88 74 90 31 90 41 d0 15 32 b0 21 b0 34 b0 7d c0 46 c8 24 c8 67 ..(...L.....t.1.A..2.!.4.}.F.$.g
a09e0 d0 55 56 d8 14 1a 98 26 a0 01 d8 14 1a 98 26 a0 01 d8 14 1a 98 26 a0 01 d8 14 15 00 00 00 00 00 .UV....&......&......&..........
a0a00 80 09 88 11 f0 24 00 05 08 80 7a 90 11 90 25 d0 17 28 a8 01 d8 08 0f 88 75 90 45 98 11 98 21 e0 .....$....z...%..(......u.E...!.
a0a20 08 12 90 24 90 61 90 75 98 41 d8 08 0d 88 5f 98 49 a0 57 a8 41 a8 55 b0 21 00 00 00 00 00 00 00 ...$.a.u.A...._.I.W.A.U.!.......
a0a40 75 6e 69 71 75 65 5f 69 6e 64 69 63 65 73 00 00 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 00 00 unique_indices..standard_gamma..
a0a60 5f 6c 65 67 61 63 79 5f 73 65 65 64 69 6e 67 00 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 _legacy_seeding.hypergeometric..
a0a80 52 75 6e 74 69 6d 65 57 61 72 6e 69 6e 67 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 RuntimeWarning..................
a0aa0 d0 04 18 98 01 f0 28 00 09 0c 88 34 88 7a 98 11 98 24 d0 1e 2f a8 71 d8 0c 12 90 29 98 31 98 41 ......(....4.z...$../.q....).1.A
a0ac0 d8 08 0c 88 4f d0 1b 2b a8 31 a8 41 d8 08 0c 88 4d 98 11 00 00 00 00 00 00 00 00 00 00 00 00 00 ....O..+.1.A....M...............
a0ae0 d0 04 1d 98 5b a8 0a b0 21 f0 5e 03 00 09 10 88 74 90 31 90 41 d0 15 27 a0 71 a8 04 a8 4d b8 16 ....[...!.^.....t.1.A..'.q...M..
a0b00 b8 74 c0 37 c8 21 d8 14 1a 98 28 a0 21 d8 14 1b 98 39 a0 41 d8 14 19 98 14 98 5b a8 01 00 00 00 .t.7.!....(.!....9.A......[.....
a0b20 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 00 00 00 63 6f 75 6e 74 5f 6e 6f 6e 7a 65 72 6f 00 00 00 random_sample...count_nonzero...
a0b40 5f 5f 63 6c 61 73 73 5f 67 65 74 69 74 65 6d 5f 5f 00 00 00 00 00 00 00 62 69 74 5f 67 65 6e 65 __class_getitem__.......bit_gene
a0b60 72 61 74 6f 72 00 00 00 52 61 6e 64 6f 6d 53 74 61 74 65 2e 66 00 00 00 4f 76 65 72 66 6c 6f 77 rator...RandomState.f...Overflow
a0b80 45 72 72 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 Error...........................
a0ba0 d0 04 23 a0 31 f0 7e 01 00 09 10 88 74 90 31 90 41 90 5e a0 31 a0 44 a8 0d b0 56 b8 34 b8 77 c0 ..#.1.~.....t.1.A.^.1.D...V.4.w.
a0bc0 61 d8 14 1a 98 26 a0 01 d8 14 1a 98 26 a0 01 d8 14 1a 98 26 a0 01 d8 14 15 00 00 00 00 00 00 00 a....&......&......&............
a0be0 73 65 61 72 63 68 73 6f 72 74 65 64 00 00 00 00 72 65 74 75 72 6e 5f 69 6e 64 65 78 00 00 00 00 searchsorted....return_index....
a0c00 72 61 6e 64 6f 6d 73 5f 64 61 74 61 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 00 00 00 00 randoms_data....numpy.random....
a0c20 6e 75 6d 70 79 2e 6c 69 6e 61 6c 67 00 00 00 00 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 00 00 00 00 numpy.linalg....noncentral_f....
a0c40 6e 65 77 62 79 74 65 6f 72 64 65 72 00 00 00 00 5f 69 73 5f 63 6f 72 6f 75 74 69 6e 65 00 00 00 newbyteorder...._is_coroutine...
a0c60 5f 69 6e 69 74 69 61 6c 69 7a 69 6e 67 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 _initializing...................
a0c80 80 41 d8 08 0e 88 6f 98 51 f0 0c 00 09 10 d0 0f 24 a0 44 d0 28 3c b8 44 c0 0a c8 21 c8 37 d0 52 .A....o.Q.......$.D.(<.D...!.7.R
a0ca0 53 00 00 00 00 00 00 00 72 65 73 75 6c 74 5f 74 79 70 65 00 00 00 00 00 70 65 72 6d 75 74 61 74 S.......result_type.....permutat
a0cc0 69 6f 6e 00 00 00 00 00 6d 75 6c 74 69 6e 6f 6d 69 61 6c 00 00 00 00 00 6d 65 74 68 6f 64 5f 6e ion.....multinomial.....method_n
a0ce0 61 6d 65 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ame.............................
a0d00 d0 04 21 a0 11 f0 68 01 00 09 10 88 7b 98 21 98 31 d0 1c 3a b8 21 b8 34 b8 7a c8 16 c8 74 d0 53 ..!...h.....{.!.1..:.!.4.z...t.S
a0d20 5a d0 5a 5b 00 00 00 00 66 69 6e 61 6c 5f 73 68 61 70 65 00 00 00 00 00 65 78 70 6f 6e 65 6e 74 Z.Z[....final_shape.....exponent
a0d40 69 61 6c 00 00 00 00 00 63 68 65 63 6b 5f 76 61 6c 69 64 00 00 00 00 00 55 73 65 72 57 61 72 6e ial.....check_valid.....UserWarn
a0d60 69 6e 67 00 00 00 00 00 52 61 6e 64 6f 6d 53 74 61 74 65 00 00 00 00 00 49 6d 70 6f 72 74 45 72 ing.....RandomState.....ImportEr
a0d80 72 6f 72 00 00 00 00 00 74 72 69 61 6e 67 75 6c 61 72 00 00 00 00 00 00 73 74 61 6e 64 61 72 64 ror.....triangular......standard
a0da0 5f 74 00 00 00 00 00 00 73 74 61 63 6b 6c 65 76 65 6c 00 00 00 00 00 00 5f 5f 70 79 78 5f 76 74 _t......stacklevel......__pyx_vt
a0dc0 61 62 6c 65 5f 5f 00 00 6d 6f 64 65 20 3e 20 72 69 67 68 74 00 00 00 00 6c 6f 67 69 63 61 6c 5f able__..mode.>.right....logical_
a0de0 6f 72 00 00 00 00 00 00 6c 65 73 73 5f 65 71 75 61 6c 00 00 00 00 00 00 6c 65 66 74 20 3d 3d 20 or......less_equal......left.==.
a0e00 72 69 67 68 74 00 00 00 69 73 73 75 62 64 74 79 70 65 00 00 00 00 00 00 66 6c 61 74 5f 66 6f 75 right...issubdtype......flat_fou
a0e20 6e 64 00 00 00 00 00 00 65 6d 70 74 79 5f 6c 69 6b 65 00 00 00 00 00 00 61 6c 70 68 61 5f 64 61 nd......empty_like......alpha_da
a0e40 74 61 00 00 00 00 00 00 56 61 6c 75 65 45 72 72 6f 72 00 00 00 00 00 00 49 6e 64 65 78 45 72 72 ta......ValueError......IndexErr
a0e60 6f 72 00 00 00 00 00 00 77 72 69 74 65 61 62 6c 65 00 00 00 00 00 00 00 73 69 6e 67 6c 65 74 6f or......writeable.......singleto
a0e80 6e 00 00 00 00 00 00 00 73 65 74 5f 73 74 61 74 65 00 00 00 00 00 00 00 6c 6f 67 73 65 72 69 65 n.......set_state.......logserie
a0ea0 73 00 00 00 00 00 00 00 6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 6c 65 66 74 20 3e 20 6d s.......lognormal.......left.>.m
a0ec0 6f 64 65 00 00 00 00 00 69 73 65 6e 61 62 6c 65 64 00 00 00 00 00 00 00 69 73 5f 73 63 61 6c 61 ode.....isenabled.......is_scala
a0ee0 72 00 00 00 00 00 00 00 68 61 73 5f 67 61 75 73 73 00 00 00 00 00 00 00 67 65 74 5f 73 74 61 74 r.......has_gauss.......get_stat
a0f00 65 00 00 00 00 00 00 00 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 00 64 69 72 69 63 68 6c 65 e.......geometric.......dirichle
a0f20 74 00 00 00 00 00 00 00 63 68 69 73 71 75 61 72 65 00 00 00 00 00 00 00 61 6c 70 68 61 5f 61 72 t.......chisquare.......alpha_ar
a0f40 72 00 00 00 00 00 00 00 54 79 70 65 45 72 72 6f 72 00 00 00 00 00 00 00 4d 54 31 39 39 33 37 00 r.......TypeError.......MT19937.
a0f60 20 2b 20 31 29 20 69 6e 73 74 65 61 64 00 00 00 77 61 72 6e 69 6e 67 73 00 00 00 00 00 00 00 00 .+.1).instead...warnings........
a0f80 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00 76 61 6c 5f 64 61 74 61 00 00 00 00 00 00 00 00 vonmises........val_data........
a0fa0 74 6f 6d 61 78 69 6e 74 00 00 00 00 00 00 00 00 73 75 62 74 72 61 63 74 00 00 00 00 00 00 00 00 tomaxint........subtract........
a0fc0 5f 5f 73 65 74 73 74 61 74 65 5f 5f 00 00 00 00 5f 5f 73 65 74 5f 6e 61 6d 65 5f 5f 00 00 00 00 __setstate__....__set_name__....
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a1000 72 61 79 6c 65 69 67 68 00 00 00 00 00 00 00 00 5f 5f 71 75 61 6c 6e 61 6d 65 5f 5f 00 00 00 00 rayleigh........__qualname__....
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ab2a0 8b 02 00 00 00 41 0e 10 83 02 44 0e 40 03 b9 01 0a 0e 10 41 0e 08 51 0b 5e 0a 0e 10 41 0e 08 41 .....A....D.@......A..Q.^...A..A
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ab2e0 0e 10 44 0e 08 44 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ..D..D..........................
ab300 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab320 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab340 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab360 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab380 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab3a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab3c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab3e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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ab420 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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ab580 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab5a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab5c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab5e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab600 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab620 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab640 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab660 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab680 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab6a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab6c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab6e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab700 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab720 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab740 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab760 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab780 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab7a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab7c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab7e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab800 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab820 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab840 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab860 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab880 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab8a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab8c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab8e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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ab920 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab940 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab960 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab980 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ab9a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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abb80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
abba0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
abbc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 20 34 01 00 00 00 00 00 e0 33 01 00 00 00 00 00 .................4.......3......
abbe0 e0 cb 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
abc00 c7 16 0a 00 00 00 00 00 02 00 20 00 00 00 00 00 60 0f 0a 00 00 00 00 00 0e 00 20 00 00 00 00 00 ................`...............
abc20 e0 cf 07 00 00 00 00 00 41 00 20 00 00 00 00 00 c0 05 0a 00 00 00 00 00 13 00 60 00 00 00 00 00 ........A.................`.....
abc40 a0 cf 07 00 00 00 00 00 26 00 20 00 00 00 00 00 78 0d 0a 00 00 00 00 00 0c 00 60 00 00 00 00 00 ........&.......x.........`.....
abc60 58 0e 0a 00 00 00 00 00 0b 00 60 00 00 00 00 00 60 cf 07 00 00 00 00 00 3e 00 20 00 00 00 00 00 X.........`.....`.......>.......
abc80 e8 11 0a 00 00 00 00 00 09 00 60 00 00 00 00 00 58 0f 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 ..........`.....X.........`.....
abca0 20 cf 07 00 00 00 00 00 24 00 20 00 00 00 00 00 78 0b 0a 00 00 00 00 00 0e 00 60 00 00 00 00 00 ........$.......x.........`.....
abcc0 40 ce 07 00 00 00 00 00 cb 00 20 00 00 00 00 00 68 0d 0a 00 00 00 00 00 0c 00 60 00 00 00 00 00 @...............h.........`.....
abce0 c0 fc 09 00 00 00 00 00 19 00 60 00 00 00 00 00 a0 00 0a 00 00 00 00 00 17 00 60 00 00 00 00 00 ..........`...............`.....
abd00 a0 fc 09 00 00 00 00 00 19 00 60 00 00 00 00 00 e0 f6 09 00 00 00 00 00 1f 00 60 00 00 00 00 00 ..........`...............`.....
abd20 40 08 0a 00 00 00 00 00 11 00 60 00 00 00 00 00 80 00 0a 00 00 00 00 00 15 00 60 00 00 00 00 00 @.........`...............`.....
abd40 40 f2 09 00 00 00 00 00 21 00 20 00 00 00 00 00 e0 06 0a 00 00 00 00 00 12 00 60 00 00 00 00 00 @.......!.................`.....
abd60 d0 f9 09 00 00 00 00 00 1d 00 20 00 00 00 00 00 20 ff 09 00 00 00 00 00 16 00 60 00 00 00 00 00 ..........................`.....
abd80 a0 70 09 00 00 00 00 00 22 00 20 00 00 00 00 00 20 05 0a 00 00 00 00 00 13 00 60 00 00 00 00 00 .p......".................`.....
abda0 80 f8 09 00 00 00 00 00 1e 00 20 00 00 00 00 00 00 ff 09 00 00 00 00 00 16 00 60 00 00 00 00 00 ..........................`.....
abdc0 60 70 09 00 00 00 00 00 22 00 20 00 00 00 00 00 f0 fb 09 00 00 00 00 00 18 00 60 00 00 00 00 00 `p......".................`.....
abde0 00 ce 07 00 00 00 00 00 23 00 20 00 00 00 00 00 68 0b 0a 00 00 00 00 00 0e 00 60 00 00 00 00 00 ........#.......h.........`.....
abe00 d0 fb 09 00 00 00 00 00 1a 00 20 00 00 00 00 00 c0 06 0a 00 00 00 00 00 12 00 60 00 00 00 00 00 ..........................`.....
abe20 60 f8 09 00 00 00 00 00 1e 00 20 00 00 00 00 00 e0 fe 09 00 00 00 00 00 16 00 60 00 00 00 00 00 `.........................`.....
abe40 20 70 09 00 00 00 00 00 22 00 20 00 00 00 00 00 c0 fe 09 00 00 00 00 00 16 00 60 00 00 00 00 00 .p......".................`.....
abe60 00 05 0a 00 00 00 00 00 13 00 60 00 00 00 00 00 80 f7 09 00 00 00 00 00 1f 00 20 00 00 00 00 00 ..........`.....................
abe80 b0 f9 09 00 00 00 00 00 1b 00 60 00 00 00 00 00 e0 6f 09 00 00 00 00 00 27 00 20 00 00 00 00 00 ..........`......o......'.......
abea0 00 02 0a 00 00 00 00 00 14 00 60 00 00 00 00 00 c0 f6 09 00 00 00 00 00 20 00 20 00 00 00 00 00 ..........`.....................
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abf20 b0 fb 09 00 00 00 00 00 18 00 60 00 00 00 00 00 c0 cd 07 00 00 00 00 00 24 00 20 00 00 00 00 00 ..........`.............$.......
abf40 40 6f 09 00 00 00 00 00 20 00 60 00 00 00 00 00 e0 c5 07 00 00 00 00 00 2c 00 20 00 00 00 00 00 @o........`.............,.......
abf60 a0 f6 09 00 00 00 00 00 1e 00 60 00 00 00 00 00 80 cd 07 00 00 00 00 00 2a 00 20 00 00 00 00 00 ..........`.............*.......
abf80 40 cd 07 00 00 00 00 00 21 00 60 00 00 00 00 00 a0 c5 07 00 00 00 00 00 2d 00 20 00 00 00 00 00 @.......!.`.............-.......
abfa0 b0 fa 09 00 00 00 00 00 19 00 60 00 00 00 00 00 00 cd 07 00 00 00 00 00 25 00 20 00 00 00 00 00 ..........`.............%.......
abfc0 e0 04 0a 00 00 00 00 00 13 00 60 00 00 00 00 00 60 f7 09 00 00 00 00 00 1f 00 20 00 00 00 00 00 ..........`.....`...............
abfe0 c0 04 0a 00 00 00 00 00 13 00 60 00 00 00 00 00 40 f7 09 00 00 00 00 00 1f 00 20 00 00 00 00 00 ..........`.....@...............
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ac020 e0 01 0a 00 00 00 00 00 14 00 60 00 00 00 00 00 80 f6 09 00 00 00 00 00 20 00 20 00 00 00 00 00 ..........`.....................
ac040 a0 06 0a 00 00 00 00 00 12 00 60 00 00 00 00 00 40 f8 09 00 00 00 00 00 1e 00 20 00 00 00 00 00 ..........`.....@...............
ac060 20 08 0a 00 00 00 00 00 11 00 60 00 00 00 00 00 90 f9 09 00 00 00 00 00 1d 00 20 00 00 00 00 00 ..........`.....................
ac080 c0 01 0a 00 00 00 00 00 14 00 60 00 00 00 00 00 20 f7 09 00 00 00 00 00 1f 00 20 00 00 00 00 00 ..........`.....................
ac0a0 80 06 0a 00 00 00 00 00 12 00 60 00 00 00 00 00 20 f8 09 00 00 00 00 00 1e 00 20 00 00 00 00 00 ..........`.....................
ac0c0 a0 04 0a 00 00 00 00 00 13 00 60 00 00 00 00 00 00 f8 09 00 00 00 00 00 1c 00 60 00 00 00 00 00 ..........`...............`.....
ac0e0 80 cc 07 00 00 00 00 00 28 00 20 00 00 00 00 00 90 fa 09 00 00 00 00 00 1a 00 60 00 00 00 00 00 ........(.................`.....
ac100 40 cc 07 00 00 00 00 00 25 00 20 00 00 00 00 00 40 00 0a 00 00 00 00 00 15 00 60 00 00 00 00 00 @.......%.......@.........`.....
ac120 c0 f1 09 00 00 00 00 00 21 00 20 00 00 00 00 00 00 08 0a 00 00 00 00 00 11 00 60 00 00 00 00 00 ........!.................`.....
ac140 70 fa 09 00 00 00 00 00 1c 00 20 00 00 00 00 00 60 fe 09 00 00 00 00 00 16 00 60 00 00 00 00 00 p...............`.........`.....
ac160 a0 01 0a 00 00 00 00 00 14 00 60 00 00 00 00 00 60 f6 09 00 00 00 00 00 20 00 20 00 00 00 00 00 ..........`.....`...............
ac180 e0 f7 09 00 00 00 00 00 1c 00 60 00 00 00 00 00 00 cc 07 00 00 00 00 00 28 00 20 00 00 00 00 00 ..........`.............(.......
ac1a0 c0 cb 07 00 00 00 00 00 21 00 60 00 00 00 00 00 60 c5 07 00 00 00 00 00 2c 00 20 00 00 00 00 00 ........!.`.....`.......,.......
ac1c0 70 f9 09 00 00 00 00 00 1b 00 60 00 00 00 00 00 00 6f 09 00 00 00 00 00 27 00 20 00 00 00 00 00 p.........`......o......'.......
ac1e0 c0 f7 09 00 00 00 00 00 1c 00 60 00 00 00 00 00 80 cb 07 00 00 00 00 00 28 00 20 00 00 00 00 00 ..........`.............(.......
ac200 80 fc 09 00 00 00 00 00 17 00 60 00 00 00 00 00 40 cb 07 00 00 00 00 00 23 00 20 00 00 00 00 00 ..........`.....@.......#.......
ac220 20 00 0a 00 00 00 00 00 15 00 60 00 00 00 00 00 40 f6 09 00 00 00 00 00 20 00 20 00 00 00 00 00 ..........`.....@...............
ac240 60 fc 09 00 00 00 00 00 17 00 60 00 00 00 00 00 00 cb 07 00 00 00 00 00 23 00 20 00 00 00 00 00 `.........`.............#.......
ac260 80 01 0a 00 00 00 00 00 14 00 60 00 00 00 00 00 20 f6 09 00 00 00 00 00 20 00 20 00 00 00 00 00 ..........`.....................
ac280 00 00 0a 00 00 00 00 00 15 00 60 00 00 00 00 00 80 f1 09 00 00 00 00 00 21 00 20 00 00 00 00 00 ..........`.............!.......
ac2a0 e0 07 0a 00 00 00 00 00 11 00 60 00 00 00 00 00 50 f9 09 00 00 00 00 00 1d 00 20 00 00 00 00 00 ..........`.....P...............
ac2c0 60 01 0a 00 00 00 00 00 14 00 60 00 00 00 00 00 00 f6 09 00 00 00 00 00 20 00 20 00 00 00 00 00 `.........`.....................
ac2e0 c0 07 0a 00 00 00 00 00 11 00 60 00 00 00 00 00 30 f9 09 00 00 00 00 00 1d 00 20 00 00 00 00 00 ..........`.....0...............
ac300 10 f9 09 00 00 00 00 00 1b 00 20 00 00 00 00 00 80 0a 0a 00 00 00 00 00 0f 00 60 00 00 00 00 00 ..........................`.....
ac320 00 11 0a 00 00 00 00 00 09 00 60 00 00 00 00 00 c0 c9 07 00 00 00 00 00 3e 01 20 00 00 00 00 00 ..........`.............>.......
ac340 c5 16 0a 00 00 00 00 00 02 00 60 00 00 00 00 00 80 c9 07 00 00 00 00 00 35 00 20 00 00 00 00 00 ..........`.............5.......
ac360 20 c5 07 00 00 00 00 00 32 00 20 00 00 00 00 00 48 0f 0a 00 00 00 00 00 0a 00 60 00 00 00 00 00 ........2.......H.........`.....
ac380 c0 6e 09 00 00 00 00 00 21 00 20 00 00 00 00 00 58 0d 0a 00 00 00 00 00 0c 00 60 00 00 00 00 00 .n......!.......X.........`.....
ac3a0 48 0e 0a 00 00 00 00 00 0b 00 60 00 00 00 00 00 c3 16 0a 00 00 00 00 00 02 00 60 00 00 00 00 00 H.........`...............`.....
ac3c0 a5 16 0a 00 00 00 00 00 02 00 20 00 00 00 00 00 a3 16 0a 00 00 00 00 00 02 00 20 00 00 00 00 00 ................................
ac3e0 a2 16 0a 00 00 00 00 00 01 00 20 00 00 00 00 00 9f 16 0a 00 00 00 00 00 03 00 20 00 00 00 00 00 ................................
ac400 9d 16 0a 00 00 00 00 00 02 00 20 00 00 00 00 00 9b 16 0a 00 00 00 00 00 02 00 60 00 00 00 00 00 ..........................`.....
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ac440 80 6e 09 00 00 00 00 00 30 00 20 00 00 00 00 00 70 fb 09 00 00 00 00 00 18 00 20 00 00 00 00 00 .n......0.......p...............
ac460 40 c9 07 00 00 00 00 00 26 00 20 00 00 00 00 00 40 6e 09 00 00 00 00 00 35 00 20 00 00 00 00 00 @.......&.......@n......5.......
ac480 21 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 1d 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 !.........`...............`.....
ac4a0 80 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 19 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 ..........`...............`.....
ac4c0 78 14 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 f0 10 0a 00 00 00 00 00 09 00 60 00 00 00 00 00 x.........`...............`.....
ac4e0 92 15 0a 00 00 00 00 00 05 00 60 00 00 00 00 00 6d 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 ..........`.....m.........`.....
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ac520 38 0e 0a 00 00 00 00 00 0b 00 60 00 00 00 00 00 15 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 8.........`...............`.....
ac540 28 13 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 8d 15 0a 00 00 00 00 00 05 00 60 00 00 00 00 00 (.........`...............`.....
ac560 11 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 67 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 ..........`.....g.........`.....
ac580 00 04 0a 00 00 00 00 00 13 00 20 00 00 00 00 00 d0 11 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 ..........................`.....
ac5a0 21 13 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 e0 03 0a 00 00 00 00 00 13 00 60 00 00 00 00 00 !.........`...............`.....
ac5c0 60 14 0a 00 00 00 00 00 07 00 20 00 00 00 00 00 88 15 0a 00 00 00 00 00 05 00 60 00 00 00 00 00 `.........................`.....
ac5e0 bf 16 0a 00 00 00 00 00 02 00 60 00 00 00 00 00 83 15 0a 00 00 00 00 00 05 00 60 00 00 00 00 00 ..........`...............`.....
ac600 c8 11 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 e0 10 0a 00 00 00 00 00 09 00 60 00 00 00 00 00 ..........`...............`.....
ac620 20 5f 09 00 00 00 00 00 10 0f 20 00 00 00 00 00 58 0b 0a 00 00 00 00 00 0e 00 60 00 00 00 00 00 ._..............X.........`.....
ac640 a0 09 0a 00 00 00 00 00 0f 00 60 00 00 00 00 00 1a 13 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 ..........`...............`.....
ac660 7e 15 0a 00 00 00 00 00 05 00 60 00 00 00 00 00 0d 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 ~.........`...............`.....
ac680 c0 11 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 5a 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 ..........`.....Z.........`.....
ac6a0 80 5c 09 00 00 00 00 00 9e 02 20 00 00 00 00 00 00 c9 07 00 00 00 00 00 28 00 20 00 00 00 00 00 .\......................(.......
ac6c0 b8 11 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 b0 11 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 ..........`...............`.....
ac6e0 09 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 48 0d 0a 00 00 00 00 00 0c 00 60 00 00 00 00 00 ..........`.....H.........`.....
ac700 c0 c8 07 00 00 00 00 00 34 00 20 00 00 00 00 00 28 0f 0a 00 00 00 00 00 0a 00 60 00 00 00 00 00 ........4.......(.........`.....
ac720 40 53 09 00 00 00 00 00 36 09 20 00 00 00 00 00 13 13 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 @S......6.................`.....
ac740 60 44 09 00 00 00 00 00 d9 0e 20 00 00 00 00 00 50 14 0a 00 00 00 00 00 0a 00 60 00 00 00 00 00 `D..............P.........`.....
ac760 40 0b 0a 00 00 00 00 00 12 00 60 00 00 00 00 00 c0 03 0a 00 00 00 00 00 13 00 60 00 00 00 00 00 @.........`...............`.....
ac780 05 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 90 09 0a 00 00 00 00 00 10 00 60 00 00 00 00 00 ..........`...............`.....
ac7a0 79 15 0a 00 00 00 00 00 05 00 60 00 00 00 00 00 30 0b 0a 00 00 00 00 00 0e 00 60 00 00 00 00 00 y.........`.....0.........`.....
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ac800 bd 16 0a 00 00 00 00 00 02 00 60 00 00 00 00 00 98 16 0a 00 00 00 00 00 03 00 60 00 00 00 00 00 ..........`...............`.....
ac820 4a 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 44 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 J.........`.....D.........`.....
ac840 3e 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 18 0f 0a 00 00 00 00 00 0a 00 60 00 00 00 00 00 >.........`...............`.....
ac860 00 e5 09 00 00 00 00 00 62 0c 20 00 00 00 00 00 a8 11 0a 00 00 00 00 00 08 00 20 00 00 00 00 00 ........b.......................
ac880 fd 15 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 05 13 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 ..........`...............`.....
ac8a0 94 16 0a 00 00 00 00 00 04 00 60 00 00 00 00 00 38 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 ..........`.....8.........`.....
ac8c0 a0 11 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 32 14 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 ..........`.....2.........`.....
ac8e0 28 0e 0a 00 00 00 00 00 0b 00 60 00 00 00 00 00 fe 12 0a 00 00 00 00 00 07 00 20 00 00 00 00 00 (.........`.....................
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ad8c0 47 13 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 b0 f5 09 00 00 00 00 00 1f 00 20 00 00 00 00 00 G.........`.....................
ad8e0 e0 1b 08 00 00 00 00 00 21 00 20 00 00 00 00 00 33 12 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 ........!.......3.........`.....
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ada20 ab 16 0a 00 00 00 00 00 02 00 60 00 00 00 00 00 74 16 0a 00 00 00 00 00 04 00 20 00 00 00 00 00 ..........`.....t...............
ada40 2c 12 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 25 12 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 ,.........`.....%.........`.....
ada60 1e 12 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 41 13 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 ..........`.....A.........`.....
ada80 20 11 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 00 fc 07 00 00 00 00 00 2b 0e 20 00 00 00 00 00 ..........`.............+.......
adaa0 10 09 0a 00 00 00 00 00 10 00 60 00 00 00 00 00 17 12 0a 00 00 00 00 00 07 00 60 00 00 00 00 00 ..........`...............`.....
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adb40 9e 14 0a 00 00 00 00 00 05 00 60 00 00 00 00 00 60 7b 09 00 00 00 00 00 6b 0b 20 00 00 00 00 00 ..........`.....`{......k.......
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adb80 10 11 0a 00 00 00 00 00 08 00 60 00 00 00 00 00 e0 e0 07 00 00 00 00 00 ee 0d 20 00 00 00 00 00 ..........`.....................
adba0 68 0e 0a 00 00 00 00 00 0a 00 60 00 00 00 00 00 a7 16 0a 00 00 00 00 00 02 00 60 00 00 00 00 00 h.........`...............`.....
adbc0 20 c6 07 00 00 00 00 00 2f 00 20 00 00 00 00 00 35 13 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 ......../.......5.........`.....
adbe0 c0 00 0a 00 00 00 00 00 16 00 20 00 00 00 00 00 2f 13 0a 00 00 00 00 00 06 00 60 00 00 00 00 00 ................/.........`.....
adc00 94 14 0a 00 00 00 00 00 05 00 60 00 00 00 00 00 00 d3 07 00 00 00 00 00 d5 0b 20 00 00 00 00 00 ..........`.....................
adc20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 f0 8c 01 00 00 00 00 00 d8 17 0b 00 00 00 00 00 ................................
adc40 50 18 0b 00 00 00 00 00 70 1c 0b 00 00 00 00 00 30 1a 0b 00 00 00 00 00 d0 12 0b 00 00 00 00 00 P.......p.......0...............
adc60 60 17 0b 00 00 00 00 00 e0 18 0b 00 00 00 00 00 38 19 0b 00 00 00 00 00 98 19 0b 00 00 00 00 00 `...............8...............
adc80 28 18 0b 00 00 00 00 00 78 17 0b 00 00 00 00 00 00 1c 0b 00 00 00 00 00 38 13 0b 00 00 00 00 00 (.......x...............8.......
adca0 b0 18 0b 00 00 00 00 00 c8 14 0b 00 00 00 00 00 d8 14 0b 00 00 00 00 00 58 19 0b 00 00 00 00 00 ........................X.......
adcc0 a0 1c 0b 00 00 00 00 00 c8 1b 0b 00 00 00 00 00 20 1c 0b 00 00 00 00 00 01 00 00 00 00 00 00 00 ................................
adce0 11 0c 00 00 00 00 00 00 01 00 00 00 00 00 00 00 1b 0c 00 00 00 00 00 00 0c 00 00 00 00 00 00 00 ................................
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add60 60 02 00 00 00 00 00 00 05 00 00 00 00 00 00 00 c8 13 00 00 00 00 00 00 06 00 00 00 00 00 00 00 `...............................
add80 88 02 00 00 00 00 00 00 0a 00 00 00 00 00 00 00 47 0c 00 00 00 00 00 00 0b 00 00 00 00 00 00 00 ................G...............
adda0 18 00 00 00 00 00 00 00 03 00 00 00 00 00 00 00 e8 ef 0a 00 00 00 00 00 02 00 00 00 00 00 00 00 ................................
addc0 b0 0d 00 00 00 00 00 00 14 00 00 00 00 00 00 00 07 00 00 00 00 00 00 00 17 00 00 00 00 00 00 00 ................................
adde0 20 7e 00 00 00 00 00 00 07 00 00 00 00 00 00 00 e0 21 00 00 00 00 00 00 08 00 00 00 00 00 00 00 .~...............!..............
ade00 40 5c 00 00 00 00 00 00 09 00 00 00 00 00 00 00 18 00 00 00 00 00 00 00 fe ff ff 6f 00 00 00 00 @\.........................o....
ade20 80 21 00 00 00 00 00 00 ff ff ff 6f 00 00 00 00 02 00 00 00 00 00 00 00 f0 ff ff 6f 00 00 00 00 .!.........o...............o....
ade40 10 20 00 00 00 00 00 00 f9 ff ff 6f 00 00 00 00 b3 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ...........o....................
ade60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ade80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adea0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adec0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adee0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adf00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adf20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adf40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adf60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adf80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adfa0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adfc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
adfe0 00 00 00 00 00 00 00 00 d8 ec 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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ae020 76 90 00 00 00 00 00 00 86 90 00 00 00 00 00 00 96 90 00 00 00 00 00 00 a6 90 00 00 00 00 00 00 v...............................
ae040 b6 90 00 00 00 00 00 00 c6 90 00 00 00 00 00 00 d6 90 00 00 00 00 00 00 e6 90 00 00 00 00 00 00 ................................
ae060 f6 90 00 00 00 00 00 00 06 91 00 00 00 00 00 00 16 91 00 00 00 00 00 00 26 91 00 00 00 00 00 00 ........................&.......
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ae0a0 76 91 00 00 00 00 00 00 86 91 00 00 00 00 00 00 96 91 00 00 00 00 00 00 a6 91 00 00 00 00 00 00 v...............................
ae0c0 b6 91 00 00 00 00 00 00 c6 91 00 00 00 00 00 00 d6 91 00 00 00 00 00 00 e6 91 00 00 00 00 00 00 ................................
ae0e0 f6 91 00 00 00 00 00 00 06 92 00 00 00 00 00 00 16 92 00 00 00 00 00 00 26 92 00 00 00 00 00 00 ........................&.......
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ae120 76 92 00 00 00 00 00 00 86 92 00 00 00 00 00 00 96 92 00 00 00 00 00 00 a6 92 00 00 00 00 00 00 v...............................
ae140 b6 92 00 00 00 00 00 00 c6 92 00 00 00 00 00 00 d6 92 00 00 00 00 00 00 e6 92 00 00 00 00 00 00 ................................
ae160 f6 92 00 00 00 00 00 00 06 93 00 00 00 00 00 00 16 93 00 00 00 00 00 00 26 93 00 00 00 00 00 00 ........................&.......
ae180 36 93 00 00 00 00 00 00 46 93 00 00 00 00 00 00 56 93 00 00 00 00 00 00 66 93 00 00 00 00 00 00 6.......F.......V.......f.......
ae1a0 76 93 00 00 00 00 00 00 86 93 00 00 00 00 00 00 96 93 00 00 00 00 00 00 a6 93 00 00 00 00 00 00 v...............................
ae1c0 b6 93 00 00 00 00 00 00 c6 93 00 00 00 00 00 00 d6 93 00 00 00 00 00 00 e6 93 00 00 00 00 00 00 ................................
ae1e0 f6 93 00 00 00 00 00 00 06 94 00 00 00 00 00 00 16 94 00 00 00 00 00 00 26 94 00 00 00 00 00 00 ........................&.......
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ae220 76 94 00 00 00 00 00 00 86 94 00 00 00 00 00 00 96 94 00 00 00 00 00 00 a6 94 00 00 00 00 00 00 v...............................
ae240 b6 94 00 00 00 00 00 00 c6 94 00 00 00 00 00 00 d6 94 00 00 00 00 00 00 e6 94 00 00 00 00 00 00 ................................
ae260 f6 94 00 00 00 00 00 00 06 95 00 00 00 00 00 00 16 95 00 00 00 00 00 00 26 95 00 00 00 00 00 00 ........................&.......
ae280 36 95 00 00 00 00 00 00 46 95 00 00 00 00 00 00 56 95 00 00 00 00 00 00 66 95 00 00 00 00 00 00 6.......F.......V.......f.......
ae2a0 76 95 00 00 00 00 00 00 86 95 00 00 00 00 00 00 96 95 00 00 00 00 00 00 a6 95 00 00 00 00 00 00 v...............................
ae2c0 b6 95 00 00 00 00 00 00 c6 95 00 00 00 00 00 00 d6 95 00 00 00 00 00 00 e6 95 00 00 00 00 00 00 ................................
ae2e0 f6 95 00 00 00 00 00 00 06 96 00 00 00 00 00 00 16 96 00 00 00 00 00 00 26 96 00 00 00 00 00 00 ........................&.......
ae300 36 96 00 00 00 00 00 00 46 96 00 00 00 00 00 00 56 96 00 00 00 00 00 00 66 96 00 00 00 00 00 00 6.......F.......V.......f.......
ae320 76 96 00 00 00 00 00 00 86 96 00 00 00 00 00 00 96 96 00 00 00 00 00 00 a6 96 00 00 00 00 00 00 v...............................
ae340 b6 96 00 00 00 00 00 00 c6 96 00 00 00 00 00 00 d6 96 00 00 00 00 00 00 e6 96 00 00 00 00 00 00 ................................
ae360 f6 96 00 00 00 00 00 00 06 97 00 00 00 00 00 00 16 97 00 00 00 00 00 00 26 97 00 00 00 00 00 00 ........................&.......
ae380 36 97 00 00 00 00 00 00 46 97 00 00 00 00 00 00 56 97 00 00 00 00 00 00 66 97 00 00 00 00 00 00 6.......F.......V.......f.......
ae3a0 76 97 00 00 00 00 00 00 86 97 00 00 00 00 00 00 96 97 00 00 00 00 00 00 a6 97 00 00 00 00 00 00 v...............................
ae3c0 b6 97 00 00 00 00 00 00 c6 97 00 00 00 00 00 00 d6 97 00 00 00 00 00 00 e6 97 00 00 00 00 00 00 ................................
ae3e0 f6 97 00 00 00 00 00 00 06 98 00 00 00 00 00 00 16 98 00 00 00 00 00 00 26 98 00 00 00 00 00 00 ........................&.......
ae400 36 98 00 00 00 00 00 00 46 98 00 00 00 00 00 00 56 98 00 00 00 00 00 00 66 98 00 00 00 00 00 00 6.......F.......V.......f.......
ae420 76 98 00 00 00 00 00 00 86 98 00 00 00 00 00 00 96 98 00 00 00 00 00 00 a6 98 00 00 00 00 00 00 v...............................
ae440 b6 98 00 00 00 00 00 00 c6 98 00 00 00 00 00 00 d6 98 00 00 00 00 00 00 e6 98 00 00 00 00 00 00 ................................
ae460 f6 98 00 00 00 00 00 00 06 99 00 00 00 00 00 00 16 99 00 00 00 00 00 00 26 99 00 00 00 00 00 00 ........................&.......
ae480 36 99 00 00 00 00 00 00 46 99 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6.......F.......................
ae4a0 ff ff ff ff ff ff ff ff 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ae4c0 78 8c 05 00 00 00 00 00 b0 00 00 00 00 00 00 00 00 4d 02 00 00 00 00 00 e0 f4 0a 00 00 00 00 00 x................M..............
ae4e0 34 00 00 00 00 00 00 00 b0 6c 01 00 00 00 00 00 42 00 00 00 00 00 00 00 80 3c 01 00 00 00 00 00 4........l......B........<......
ae500 32 00 00 00 00 00 00 00 50 41 01 00 00 00 00 00 47 00 00 00 00 00 00 00 d0 3f 01 00 00 00 00 00 2.......PA......G........?......
ae520 33 00 00 00 00 00 00 00 a0 69 01 00 00 00 00 00 40 00 00 00 00 00 00 00 80 f5 0a 00 00 00 00 00 3........i......@...............
ae540 48 00 00 00 00 00 00 00 c0 f5 0a 00 00 00 00 00 49 00 00 00 00 00 00 00 a0 f6 0a 00 00 00 00 00 H...............I...............
ae560 36 00 00 00 00 00 00 00 30 41 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6.......0A......................
ae580 99 99 05 00 00 00 00 00 10 4c 01 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .........L......................
ae5a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ae5c0 26 9d 05 00 00 00 00 00 06 00 00 00 00 00 00 00 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 &...............................
ae5e0 00 00 00 00 00 00 00 00 31 9d 05 00 00 00 00 00 13 00 00 00 00 00 00 00 40 00 00 00 00 00 00 00 ........1...............@.......
ae600 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 40 9d 05 00 00 00 00 00 13 00 00 00 00 00 00 00 ................@...............
ae620 30 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 55 9d 05 00 00 00 00 00 0.......................U.......
ae640 13 00 00 00 00 00 00 00 28 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ........(.......................
ae660 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ae680 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ae6a0 68 9d 05 00 00 00 00 00 10 3c 01 00 00 00 00 00 70 5c 01 00 00 00 00 00 00 00 00 00 00 00 00 00 h........<......p\..............
ae6c0 00 00 00 00 00 00 00 00 71 9d 05 00 00 00 00 00 10 3c 01 00 00 00 00 00 70 5c 01 00 00 00 00 00 ........q........<......p\......
ae6e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 79 9d 05 00 00 00 00 00 d0 3b 01 00 00 00 00 00 ................y........;......
ae700 f0 5f 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 83 9d 05 00 00 00 00 00 ._..............................
ae720 d0 3b 01 00 00 00 00 00 f0 5f 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .;......._......................
ae740 8c 9d 05 00 00 00 00 00 c0 34 01 00 00 00 00 00 70 5f 01 00 00 00 00 00 00 00 00 00 00 00 00 00 .........4......p_..............
ae760 00 00 00 00 00 00 00 00 99 9d 05 00 00 00 00 00 40 36 01 00 00 00 00 00 c0 62 01 00 00 00 00 00 ................@6.......b......
ae780 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 a3 9d 05 00 00 00 00 00 40 36 01 00 00 00 00 00 ........................@6......
ae7a0 c0 62 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ac 9d 05 00 00 00 00 00 .b..............................
ae7c0 e0 34 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .4..............................
ae7e0 b9 9d 05 00 00 00 00 00 e0 34 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .........4......................
ae800 00 00 00 00 00 00 00 00 c5 9d 05 00 00 00 00 00 00 35 01 00 00 00 00 00 00 00 00 00 00 00 00 00 .................5..............
ae820 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 d2 9d 05 00 00 00 00 00 00 35 01 00 00 00 00 00 .........................5......
ae840 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 de 9d 05 00 00 00 00 00 ................................
ae860 20 35 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .5..............................
ae880 e8 9d 05 00 00 00 00 00 20 35 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .........5......................
ae8a0 00 00 00 00 00 00 00 00 f1 9d 05 00 00 00 00 00 20 3e 01 00 00 00 00 00 30 61 01 00 00 00 00 00 .................>......0a......
ae8c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ff 9d 05 00 00 00 00 00 20 3e 01 00 00 00 00 00 .........................>......
ae8e0 30 61 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 0c 9e 05 00 00 00 00 00 0a..............................
ae900 60 67 01 00 00 00 00 00 70 60 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 `g......p`......................
ae920 1b 9e 05 00 00 00 00 00 e0 35 01 00 00 00 00 00 a0 5d 01 00 00 00 00 00 00 00 00 00 00 00 00 00 .........5.......]..............
ae940 00 00 00 00 00 00 00 00 2b 9e 05 00 00 00 00 00 80 74 01 00 00 00 00 00 00 00 00 00 00 00 00 00 ........+........t..............
ae960 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ae980 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ae9a0 a0 8c 05 00 00 00 00 00 00 00 00 00 00 00 00 00 80 01 00 00 00 00 00 00 c0 f9 0a 00 00 00 00 00 ................................
ae9c0 49 00 00 00 00 00 00 00 e0 f9 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 I...............................
ae9e0 26 9d 05 00 00 00 00 00 70 3c 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 &.......p<......................
aea00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
aea20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
aea40 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
aea60 00 00 00 00 00 00 00 00 61 9b 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ........a.......................
aea80 00 0b 0b 00 00 00 00 00 c0 fa 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
aeaa0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
aeac0 01 00 00 00 00 00 00 00 98 9f 00 00 00 00 00 00 02 00 00 00 00 00 00 00 a5 d0 00 00 00 00 00 00 ................................
aeae0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
aeb00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 c8 8c 05 00 00 00 00 00 ................................
aeb20 f0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 d0 3e 01 00 00 00 00 00 00 00 00 00 00 00 00 00 .................>..............
aeb40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 30 c7 01 00 00 00 00 00 ........................0.......
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aeba0 00 00 00 00 00 00 00 00 00 44 04 00 00 00 00 00 e8 8c 05 00 00 00 00 00 70 34 01 00 00 00 00 00 .........D..............p4......
aebc0 c0 5e 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .^..............................
aebe0 00 00 00 00 00 00 00 00 00 fd 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 a0 fc 0a 00 00 00 00 00 ................................
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aec20 00 00 00 00 00 00 00 00 20 69 02 00 00 00 00 00 00 00 00 00 00 00 00 00 50 35 01 00 00 00 00 00 .........i..............P5......
aec40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
aec60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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aeda0 15 9c 05 00 00 00 00 00 50 ca 02 00 00 00 00 00 82 00 00 00 00 00 00 00 80 b6 07 00 00 00 00 00 ........P.......................
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aee20 5b 9c 05 00 00 00 00 00 b0 e7 04 00 00 00 00 00 82 00 00 00 00 00 00 00 e0 9d 07 00 00 00 00 00 [...............................
aee40 52 9c 05 00 00 00 00 00 90 27 03 00 00 00 00 00 82 00 00 00 00 00 00 00 a0 99 07 00 00 00 00 00 R........'......................
aee60 81 9b 05 00 00 00 00 00 30 01 02 00 00 00 00 00 82 00 00 00 00 00 00 00 80 93 07 00 00 00 00 00 ........0.......................
aee80 ac 9c 05 00 00 00 00 00 20 60 03 00 00 00 00 00 82 00 00 00 00 00 00 00 80 86 07 00 00 00 00 00 .........`......................
aeea0 70 9a 05 00 00 00 00 00 00 e7 01 00 00 00 00 00 82 00 00 00 00 00 00 00 e0 83 07 00 00 00 00 00 p...............................
aeec0 f6 9c 05 00 00 00 00 00 70 7a 04 00 00 00 00 00 82 00 00 00 00 00 00 00 00 75 07 00 00 00 00 00 ........pz...............u......
aeee0 00 9c 05 00 00 00 00 00 20 ab 02 00 00 00 00 00 82 00 00 00 00 00 00 00 c0 66 07 00 00 00 00 00 .........................f......
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aef20 bc 99 05 00 00 00 00 00 90 99 01 00 00 00 00 00 03 00 00 00 00 00 00 00 00 59 07 00 00 00 00 00 .........................Y......
aef40 e4 9b 05 00 00 00 00 00 00 70 02 00 00 00 00 00 82 00 00 00 00 00 00 00 e0 4d 07 00 00 00 00 00 .........p...............M......
aef60 42 9c 05 00 00 00 00 00 00 22 03 00 00 00 00 00 82 00 00 00 00 00 00 00 60 45 07 00 00 00 00 00 B........"..............`E......
aef80 4b 9c 05 00 00 00 00 00 c0 9b 01 00 00 00 00 00 82 00 00 00 00 00 00 00 80 35 07 00 00 00 00 00 K........................5......
aefa0 d4 9c 05 00 00 00 00 00 e0 a5 03 00 00 00 00 00 82 00 00 00 00 00 00 00 60 2a 07 00 00 00 00 00 ........................`*......
aefc0 dd 9c 05 00 00 00 00 00 30 c2 01 00 00 00 00 00 82 00 00 00 00 00 00 00 40 1e 07 00 00 00 00 00 ........0...............@.......
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af000 9f 9c 05 00 00 00 00 00 30 58 03 00 00 00 00 00 82 00 00 00 00 00 00 00 00 03 07 00 00 00 00 00 ........0X......................
af020 80 9c 05 00 00 00 00 00 00 9f 03 00 00 00 00 00 82 00 00 00 00 00 00 00 c0 f9 06 00 00 00 00 00 ................................
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af0a0 6c 9c 05 00 00 00 00 00 a0 34 03 00 00 00 00 00 82 00 00 00 00 00 00 00 00 c5 06 00 00 00 00 00 l........4......................
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af0e0 ba 9c 05 00 00 00 00 00 60 8a 03 00 00 00 00 00 82 00 00 00 00 00 00 00 00 a7 06 00 00 00 00 00 ........`.......................
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af120 c2 99 05 00 00 00 00 00 60 a0 01 00 00 00 00 00 82 00 00 00 00 00 00 00 20 8b 06 00 00 00 00 00 ........`.......................
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af160 d1 99 05 00 00 00 00 00 a0 a9 01 00 00 00 00 00 82 00 00 00 00 00 00 00 60 6b 06 00 00 00 00 00 ........................`k......
af180 da 99 05 00 00 00 00 00 40 ae 01 00 00 00 00 00 82 00 00 00 00 00 00 00 80 59 06 00 00 00 00 00 ........@................Y......
af1a0 1d 9d 05 00 00 00 00 00 70 e1 04 00 00 00 00 00 82 00 00 00 00 00 00 00 60 4f 06 00 00 00 00 00 ........p...............`O......
af1c0 67 9c 05 00 00 00 00 00 30 2d 03 00 00 00 00 00 82 00 00 00 00 00 00 00 e0 43 06 00 00 00 00 00 g.......0-...............C......
af1e0 2d 9c 05 00 00 00 00 00 50 e3 02 00 00 00 00 00 82 00 00 00 00 00 00 00 40 39 06 00 00 00 00 00 -.......P...............@9......
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af220 5e 9a 05 00 00 00 00 00 30 e2 01 00 00 00 00 00 82 00 00 00 00 00 00 00 60 1b 06 00 00 00 00 00 ^.......0...............`.......
af240 56 9a 05 00 00 00 00 00 50 de 01 00 00 00 00 00 82 00 00 00 00 00 00 00 20 11 06 00 00 00 00 00 V.......P.......................
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af280 d1 9b 05 00 00 00 00 00 f0 d5 01 00 00 00 00 00 82 00 00 00 00 00 00 00 c0 fd 05 00 00 00 00 00 ................................
af2a0 cc 9b 05 00 00 00 00 00 70 51 02 00 00 00 00 00 82 00 00 00 00 00 00 00 40 ed 05 00 00 00 00 00 ........pQ..............@.......
af2c0 47 9a 05 00 00 00 00 00 c0 d1 01 00 00 00 00 00 82 00 00 00 00 00 00 00 40 e1 05 00 00 00 00 00 G.......................@.......
af2e0 09 9d 05 00 00 00 00 00 40 a6 04 00 00 00 00 00 82 00 00 00 00 00 00 00 40 cb 05 00 00 00 00 00 ........@...............@.......
af300 fd 9c 05 00 00 00 00 00 c0 82 04 00 00 00 00 00 82 00 00 00 00 00 00 00 c0 bd 05 00 00 00 00 00 ................................
af320 38 9c 05 00 00 00 00 00 f0 01 03 00 00 00 00 00 82 00 00 00 00 00 00 00 40 b1 05 00 00 00 00 00 8.......................@.......
af340 e3 9c 05 00 00 00 00 00 c0 ac 03 00 00 00 00 00 82 00 00 00 00 00 00 00 80 ac 05 00 00 00 00 00 ................................
af360 f4 9b 05 00 00 00 00 00 80 8f 02 00 00 00 00 00 82 00 00 00 00 00 00 00 80 a7 05 00 00 00 00 00 ................................
af380 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
af3a0 f8 99 05 00 00 00 00 00 e0 b2 01 00 00 00 00 00 03 00 00 00 00 00 00 00 00 9f 05 00 00 00 00 00 ................................
af3c0 11 9a 05 00 00 00 00 00 00 b6 01 00 00 00 00 00 03 00 00 00 00 00 00 00 80 9f 05 00 00 00 00 00 ................................
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af400 39 9e 05 00 00 00 00 00 10 bd 01 00 00 00 00 00 04 00 00 00 00 00 00 00 c0 a2 05 00 00 00 00 00 9...............................
af420 7c 9b 05 00 00 00 00 00 c0 f4 01 00 00 00 00 00 82 00 00 00 00 00 00 00 c0 a5 05 00 00 00 00 00 |...............................
af440 f4 9b 05 00 00 00 00 00 80 8f 02 00 00 00 00 00 82 00 00 00 00 00 00 00 80 a7 05 00 00 00 00 00 ................................
af460 e3 9c 05 00 00 00 00 00 c0 ac 03 00 00 00 00 00 82 00 00 00 00 00 00 00 80 ac 05 00 00 00 00 00 ................................
af480 38 9c 05 00 00 00 00 00 f0 01 03 00 00 00 00 00 82 00 00 00 00 00 00 00 40 b1 05 00 00 00 00 00 8.......................@.......
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b3380 50 0c 0a 00 00 00 00 00 0e 00 00 00 00 00 00 00 3d 4f 00 00 01 00 0d 00 d8 0e 0a 00 00 00 00 00 P...............=O..............
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b36c0 72 51 00 00 01 00 0d 00 60 10 0a 00 00 00 00 00 09 00 00 00 00 00 00 00 83 51 00 00 01 00 0d 00 rQ......`................Q......
b36e0 c0 e7 08 00 00 00 00 00 71 0c 00 00 00 00 00 00 ab 51 00 00 01 00 0d 00 a8 0e 0a 00 00 00 00 00 ........q........Q..............
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b3720 e5 51 00 00 01 00 0d 00 98 0e 0a 00 00 00 00 00 0a 00 00 00 00 00 00 00 f7 51 00 00 01 00 0d 00 .Q.......................Q......
b3740 e0 c9 08 00 00 00 00 00 f6 0b 00 00 00 00 00 00 1f 52 00 00 01 00 0d 00 31 15 0a 00 00 00 00 00 .................R......1.......
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b3b60 e0 7e 08 00 00 00 00 00 0f 0d 00 00 00 00 00 00 8a 55 00 00 01 00 0d 00 88 12 0a 00 00 00 00 00 .~...............U..............
b3b80 07 00 00 00 00 00 00 00 99 55 00 00 01 00 0d 00 00 6f 08 00 00 00 00 00 dc 0f 00 00 00 00 00 00 .........U.......o..............
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b3d80 5d 57 00 00 01 00 0d 00 af 16 0a 00 00 00 00 00 02 00 00 00 00 00 00 00 67 57 00 00 01 00 0d 00 ]W......................gW......
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b3e00 00 5f 08 00 00 00 00 00 f7 0f 00 00 00 00 00 00 da 57 00 00 01 00 0d 00 f6 14 0a 00 00 00 00 00 ._...............W..............
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b4760 b6 14 0a 00 00 00 00 00 05 00 00 00 00 00 00 00 51 60 00 00 01 00 0d 00 b1 14 0a 00 00 00 00 00 ................Q`..............
b4780 05 00 00 00 00 00 00 00 5e 60 00 00 01 00 0d 00 a8 14 0a 00 00 00 00 00 09 00 00 00 00 00 00 00 ........^`......................
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b4880 74 16 0a 00 00 00 00 00 04 00 00 00 00 00 00 00 2d 61 00 00 01 00 0d 00 2c 12 0a 00 00 00 00 00 t...............-a......,.......
b48a0 07 00 00 00 00 00 00 00 3c 61 00 00 01 00 0d 00 25 12 0a 00 00 00 00 00 07 00 00 00 00 00 00 00 ........<a......%...............
b48c0 4b 61 00 00 01 00 0d 00 1e 12 0a 00 00 00 00 00 07 00 00 00 00 00 00 00 5a 61 00 00 01 00 0d 00 Ka......................Za......
b48e0 41 13 0a 00 00 00 00 00 06 00 00 00 00 00 00 00 68 61 00 00 01 00 0d 00 20 11 0a 00 00 00 00 00 A...............ha..............
b4900 08 00 00 00 00 00 00 00 78 61 00 00 01 00 0d 00 00 fc 07 00 00 00 00 00 2b 0e 00 00 00 00 00 00 ........xa..............+.......
b4920 a0 61 00 00 01 00 0d 00 10 09 0a 00 00 00 00 00 10 00 00 00 00 00 00 00 b8 61 00 00 01 00 0d 00 .a.......................a......
b4940 17 12 0a 00 00 00 00 00 07 00 00 00 00 00 00 00 c7 61 00 00 01 00 0d 00 40 0a 0a 00 00 00 00 00 .................a......@.......
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b4980 ed 61 00 00 01 00 0d 00 a9 16 0a 00 00 00 00 00 02 00 00 00 00 00 00 00 f7 61 00 00 01 00 0d 00 .a.......................a......
b49a0 18 11 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 07 62 00 00 01 00 0d 00 90 0f 0a 00 00 00 00 00 .................b..............
b49c0 09 00 00 00 00 00 00 00 18 62 00 00 01 00 0d 00 3b 13 0a 00 00 00 00 00 06 00 00 00 00 00 00 00 .........b......;...............
b49e0 26 62 00 00 01 00 0d 00 80 0f 0a 00 00 00 00 00 09 00 00 00 00 00 00 00 37 62 00 00 01 00 0d 00 &b......................7b......
b4a00 e0 ee 07 00 00 00 00 00 0f 0d 00 00 00 00 00 00 5f 62 00 00 01 00 0d 00 9e 14 0a 00 00 00 00 00 ................_b..............
b4a20 05 00 00 00 00 00 00 00 6c 62 00 00 01 00 0d 00 60 7b 09 00 00 00 00 00 6b 0b 00 00 00 00 00 00 ........lb......`{......k.......
b4a40 93 62 00 00 01 00 0d 00 99 14 0a 00 00 00 00 00 05 00 00 00 00 00 00 00 a0 62 00 00 01 00 0d 00 .b.......................b......
b4a60 70 0f 0a 00 00 00 00 00 09 00 00 00 00 00 00 00 b1 62 00 00 01 00 0d 00 10 11 0a 00 00 00 00 00 p................b..............
b4a80 08 00 00 00 00 00 00 00 c1 62 00 00 01 00 0d 00 e0 e0 07 00 00 00 00 00 ee 0d 00 00 00 00 00 00 .........b......................
b4aa0 e9 62 00 00 01 00 0d 00 68 0e 0a 00 00 00 00 00 0a 00 00 00 00 00 00 00 fb 62 00 00 01 00 0d 00 .b......h................b......
b4ac0 a7 16 0a 00 00 00 00 00 02 00 00 00 00 00 00 00 05 63 00 00 01 00 0d 00 20 c6 07 00 00 00 00 00 .................c..............
b4ae0 2f 00 00 00 00 00 00 00 2e 63 00 00 01 00 0d 00 35 13 0a 00 00 00 00 00 06 00 00 00 00 00 00 00 /........c......5...............
b4b00 3c 63 00 00 01 00 0d 00 c0 00 0a 00 00 00 00 00 16 00 00 00 00 00 00 00 58 63 00 00 01 00 0d 00 <c......................Xc......
b4b20 2f 13 0a 00 00 00 00 00 06 00 00 00 00 00 00 00 66 63 00 00 01 00 0d 00 94 14 0a 00 00 00 00 00 /...............fc..............
b4b40 05 00 00 00 00 00 00 00 73 63 00 00 01 00 0d 00 00 d3 07 00 00 00 00 00 d5 0b 00 00 00 00 00 00 ........sc......................
b4b60 9b 63 00 00 01 00 17 00 00 0b 0b 00 00 00 00 00 20 00 00 00 00 00 00 00 a9 63 00 00 01 00 16 00 .c.......................c......
b4b80 c0 fa 0a 00 00 00 00 00 30 00 00 00 00 00 00 00 bf 63 00 00 01 00 16 00 00 fd 0a 00 00 00 00 00 ........0........c..............
b4ba0 a0 06 00 00 00 00 00 00 f0 63 00 00 01 00 16 00 a0 fc 0a 00 00 00 00 00 50 00 00 00 00 00 00 00 .........c..............P.......
b4bc0 21 64 00 00 01 00 0d 00 a0 c2 07 00 00 00 00 00 77 02 00 00 00 00 00 00 57 64 00 00 01 00 0d 00 !d..............w.......Wd......
b4be0 a0 bd 07 00 00 00 00 00 f0 04 00 00 00 00 00 00 92 64 00 00 01 00 0d 00 80 b6 07 00 00 00 00 00 .................d..............
b4c00 0b 07 00 00 00 00 00 00 cd 64 00 00 01 00 0d 00 c0 af 07 00 00 00 00 00 b4 06 00 00 00 00 00 00 .........d......................
b4c20 0c 65 00 00 01 00 0d 00 00 af 07 00 00 00 00 00 b9 00 00 00 00 00 00 00 44 65 00 00 01 00 0d 00 .e......................De......
b4c40 80 a8 07 00 00 00 00 00 75 06 00 00 00 00 00 00 7a 65 00 00 01 00 0d 00 e0 9d 07 00 00 00 00 00 ........u.......ze..............
b4c60 95 0a 00 00 00 00 00 00 b7 65 00 00 01 00 0d 00 a0 99 07 00 00 00 00 00 36 04 00 00 00 00 00 00 .........e..............6.......
b4c80 fd 65 00 00 01 00 0d 00 80 93 07 00 00 00 00 00 0e 06 00 00 00 00 00 00 37 66 00 00 01 00 0d 00 .e......................7f......
b4ca0 80 86 07 00 00 00 00 00 f7 0c 00 00 00 00 00 00 70 66 00 00 01 00 0d 00 e0 83 07 00 00 00 00 00 ................pf..............
b4cc0 9e 02 00 00 00 00 00 00 a7 66 00 00 01 00 0d 00 00 75 07 00 00 00 00 00 d9 0e 00 00 00 00 00 00 .........f.......u..............
b4ce0 df 66 00 00 01 00 0d 00 c0 66 07 00 00 00 00 00 2b 0e 00 00 00 00 00 00 18 67 00 00 01 00 0d 00 .f.......f......+........g......
b4d00 40 62 07 00 00 00 00 00 71 04 00 00 00 00 00 00 4e 67 00 00 01 00 0d 00 00 59 07 00 00 00 00 00 @b......q.......Ng.......Y......
b4d20 28 09 00 00 00 00 00 00 85 67 00 00 01 00 0d 00 e0 4d 07 00 00 00 00 00 1c 0b 00 00 00 00 00 00 (........g.......M..............
b4d40 c6 67 00 00 01 00 0d 00 60 45 07 00 00 00 00 00 7a 08 00 00 00 00 00 00 07 68 00 00 01 00 0d 00 .g......`E......z........h......
b4d60 80 35 07 00 00 00 00 00 dc 0f 00 00 00 00 00 00 3f 68 00 00 01 00 0d 00 60 2a 07 00 00 00 00 00 .5..............?h......`*......
b4d80 20 0b 00 00 00 00 00 00 7f 68 00 00 01 00 0d 00 40 1e 07 00 00 00 00 00 10 0c 00 00 00 00 00 00 .........h......@...............
b4da0 b6 68 00 00 01 00 0d 00 20 10 07 00 00 00 00 00 1c 0e 00 00 00 00 00 00 e9 68 00 00 01 00 0d 00 .h.......................h......
b4dc0 00 03 07 00 00 00 00 00 0f 0d 00 00 00 00 00 00 27 69 00 00 01 00 0d 00 c0 f9 06 00 00 00 00 00 ................'i..............
b4de0 36 09 00 00 00 00 00 00 62 69 00 00 01 00 0d 00 20 ee 06 00 00 00 00 00 9f 0b 00 00 00 00 00 00 6.......bi......................
b4e00 a8 69 00 00 01 00 0d 00 c0 e3 06 00 00 00 00 00 42 0a 00 00 00 00 00 00 e9 69 00 00 01 00 0d 00 .i..............B........i......
b4e20 20 d2 06 00 00 00 00 00 82 11 00 00 00 00 00 00 25 6a 00 00 01 00 0d 00 00 c5 06 00 00 00 00 00 ................%j..............
b4e40 0f 0d 00 00 00 00 00 00 5f 6a 00 00 01 00 0d 00 00 b5 06 00 00 00 00 00 f7 0f 00 00 00 00 00 00 ........_j......................
b4e60 97 6a 00 00 01 00 0d 00 00 a7 06 00 00 00 00 00 ee 0d 00 00 00 00 00 00 d0 6a 00 00 01 00 0d 00 .j.......................j......
b4e80 00 99 06 00 00 00 00 00 f0 0d 00 00 00 00 00 00 07 6b 00 00 01 00 0d 00 20 8b 06 00 00 00 00 00 .................k..............
b4ea0 d3 0d 00 00 00 00 00 00 40 6b 00 00 01 00 0d 00 e0 77 06 00 00 00 00 00 21 13 00 00 00 00 00 00 ........@k.......w......!.......
b4ec0 78 6b 00 00 01 00 0d 00 60 6b 06 00 00 00 00 00 71 0c 00 00 00 00 00 00 b2 6b 00 00 01 00 0d 00 xk......`k......q........k......
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b4f00 20 0a 00 00 00 00 00 00 27 6c 00 00 01 00 0d 00 e0 43 06 00 00 00 00 00 6b 0b 00 00 00 00 00 00 ........'l.......C......k.......
b4f20 5d 6c 00 00 01 00 0d 00 40 39 06 00 00 00 00 00 8c 0a 00 00 00 00 00 00 99 6c 00 00 01 00 0d 00 ]l......@9...............l......
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b4f60 aa 0e 00 00 00 00 00 00 16 6d 00 00 01 00 0d 00 20 11 06 00 00 00 00 00 26 0a 00 00 00 00 00 00 .........m..............&.......
b4f80 4f 6d 00 00 01 00 0d 00 40 05 06 00 00 00 00 00 d5 0b 00 00 00 00 00 00 85 6d 00 00 01 00 0d 00 Om......@................m......
b4fa0 c0 fd 05 00 00 00 00 00 7b 07 00 00 00 00 00 00 c0 6d 00 00 01 00 0d 00 40 ed 05 00 00 00 00 00 ........{........m......@.......
b4fc0 7b 10 00 00 00 00 00 00 00 6e 00 00 01 00 0d 00 40 e1 05 00 00 00 00 00 f6 0b 00 00 00 00 00 00 {........n......@...............
b4fe0 3b 6e 00 00 01 00 0d 00 40 cb 05 00 00 00 00 00 ee 15 00 00 00 00 00 00 81 6e 00 00 01 00 0d 00 ;n......@................n......
b5000 c0 bd 05 00 00 00 00 00 7b 0d 00 00 00 00 00 00 bf 6e 00 00 01 00 0d 00 40 b1 05 00 00 00 00 00 ........{........n......@.......
b5020 62 0c 00 00 00 00 00 00 fb 6e 00 00 01 00 0d 00 80 ac 05 00 00 00 00 00 b0 04 00 00 00 00 00 00 b........n......................
b5040 35 6f 00 00 01 00 0d 00 80 a7 05 00 00 00 00 00 f0 04 00 00 00 00 00 00 73 6f 00 00 01 00 0d 00 5o......................so......
b5060 00 9f 05 00 00 00 00 00 68 00 00 00 00 00 00 00 9a 6f 00 00 01 00 0d 00 80 9f 05 00 00 00 00 00 ........h........o..............
b5080 68 00 00 00 00 00 00 00 c3 6f 00 00 01 00 0d 00 00 a0 05 00 00 00 00 00 b7 02 00 00 00 00 00 00 h........o......................
b50a0 f7 6f 00 00 01 00 0d 00 c0 a2 05 00 00 00 00 00 e6 02 00 00 00 00 00 00 2b 70 00 00 01 00 0d 00 .o......................+p......
b50c0 c0 a5 05 00 00 00 00 00 ab 01 00 00 00 00 00 00 51 70 00 00 04 00 f1 ff 00 00 00 00 00 00 00 00 ................Qp..............
b50e0 00 00 00 00 00 00 00 00 5c 70 00 00 02 00 0b 00 70 33 01 00 00 00 00 00 00 00 00 00 00 00 00 00 ........\p......p3..............
b5100 5e 70 00 00 02 00 0b 00 a0 33 01 00 00 00 00 00 00 00 00 00 00 00 00 00 71 70 00 00 02 00 0b 00 ^p.......3..............qp......
b5120 e0 33 01 00 00 00 00 00 00 00 00 00 00 00 00 00 87 70 00 00 01 00 17 00 c0 0a 0b 00 00 00 00 00 .3...............p..............
b5140 01 00 00 00 00 00 00 00 93 70 00 00 01 00 11 00 d8 cb 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 .........p......................
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b5180 d0 cb 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 90 71 00 00 04 00 f1 ff 00 00 00 00 00 00 00 00 .................q..............
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b51e0 40 35 0a 00 00 00 00 00 00 08 00 00 00 00 00 00 0e 71 00 00 01 00 0d 00 40 25 0a 00 00 00 00 00 @5...............q......@%......
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b5220 21 71 00 00 01 00 0d 00 40 21 0a 00 00 00 00 00 00 04 00 00 00 00 00 00 2a 71 00 00 01 00 0d 00 !q......@!..............*q......
b5240 40 19 0a 00 00 00 00 00 00 04 00 00 00 00 00 00 33 71 00 00 01 00 0d 00 40 51 0a 00 00 00 00 00 @...............3q......@Q......
b5260 00 08 00 00 00 00 00 00 3d 71 00 00 01 00 0d 00 40 59 0a 00 00 00 00 00 00 08 00 00 00 00 00 00 ........=q......@Y..............
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b52e0 80 71 00 00 01 00 0d 00 40 3d 0a 00 00 00 00 00 00 04 00 00 00 00 00 00 89 71 00 00 04 00 f1 ff .q......@=...............q......
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b5320 f8 00 00 00 00 00 00 00 b4 71 00 00 02 00 0b 00 80 42 05 00 00 00 00 00 b1 02 00 00 00 00 00 00 .........q.......B..............
b5340 51 70 00 00 04 00 f1 ff 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 d1 71 00 00 01 00 0f 00 Qp.......................q......
b5360 e8 b2 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 04 00 f1 ff 00 00 00 00 00 00 00 00 ................................
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b54e0 a0 fc 04 00 00 00 00 00 2d 00 00 00 00 00 00 00 1a 73 00 00 02 00 0b 00 d0 10 05 00 00 00 00 00 ........-........s..............
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b5520 40 73 00 00 02 00 0b 00 a0 50 05 00 00 00 00 00 60 00 00 00 00 00 00 00 4e 73 00 00 02 00 0b 00 @s.......P......`.......Ns......
b5540 d0 0a 05 00 00 00 00 00 42 01 00 00 00 00 00 00 5e 73 00 00 02 00 0b 00 80 f0 04 00 00 00 00 00 ........B.......^s..............
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b5580 a9 75 00 00 02 00 0b 00 50 0d 05 00 00 00 00 00 fa 02 00 00 00 00 00 00 89 73 00 00 02 00 0c 00 .u......P................s......
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b5620 9d 01 00 00 00 00 00 00 f6 73 00 00 02 00 0b 00 70 45 05 00 00 00 00 00 2f 00 00 00 00 00 00 00 .........s......pE....../.......
b5640 12 74 00 00 02 00 0b 00 40 0a 05 00 00 00 00 00 56 00 00 00 00 00 00 00 22 74 00 00 02 00 0b 00 .t......@.......V......."t......
b5660 d0 52 05 00 00 00 00 00 98 00 00 00 00 00 00 00 3b 74 00 00 02 00 0b 00 20 f0 04 00 00 00 00 00 .R..............;t..............
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b5700 cd 74 00 00 02 00 0b 00 30 48 05 00 00 00 00 00 48 00 00 00 00 00 00 00 dd 74 00 00 02 00 0b 00 .t......0H......H........t......
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