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ofs	hex dump	ascii
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11e0	53 00 72 17 00 00 00 29 07 72 1c 00 00 00 72 1d 00 00 00 72 1e 00 00 00 72 1f 00 00 00 72 20 00	S.r....).r....r....r....r....r..
1200	00 00 72 4e 00 00 00 72 28 00 00 00 72 22 00 00 00 73 06 00 00 00 20 20 20 20 20 20 72 13 00 00	..rN...r(...r"...s..........r...
1220	00 72 28 00 00 00 7a 0f 5f 4c 55 53 6f 6c 76 65 72 2e 73 6f 6c 76 65 62 00 00 00 73 6b 00 00 00	.r(...z._LUSolver.solveb...sk...
1240	80 00 db 08 1a e0 0c 0e 8f 4a 89 4a 90 71 8b 4d 88 01 d8 0c 0e 8f 4a 89 4a 90 71 97 77 91 77 a0	.........J.J.q.M......J.J.q.w.w.
1260	63 88 4a d3 0c 2a 88 01 dc 11 16 90 71 97 77 91 77 98 71 91 7a d3 11 22 f2 00 01 09 2e 88 41 d8	c.J..*......q.w.w.q.z.."......A.
1280	16 1a 97 68 91 68 97 6e 91 6e a0 51 a2 71 a8 21 a0 74 a1 57 d3 16 2d 88 41 8a 61 90 11 88 64 8a	...h.h.n.n.Q.q.!.t.W..-.A.a...d.
12a0	47 f0 03 01 09 2e e0 0f 10 88 08 72 15 00 00 00 72 0d 00 00 00 29 06 72 3d 00 00 00 72 3e 00 00	G..........r....r....).r=...r>..
12c0	00 72 3f 00 00 00 72 40 00 00 00 72 14 00 00 00 72 28 00 00 00 72 41 00 00 00 72 15 00 00 00 72	.r?...r@...r....r(...rA...r....r
12e0	13 00 00 00 72 43 00 00 00 72 43 00 00 00 4d 00 00 00 73 11 00 00 00 84 00 f1 02 08 05 08 f2 14	....rC...rC...M...s.............
1300	08 05 0a f4 14 07 05 11 72 15 00 00 00 72 43 00 00 00 63 02 00 00 00 00 00 00 00 00 00 00 00 06	........r....rC...c.............
1320	00 00 00 03 00 00 00 f3 d6 01 00 00 87 00 87 01 97 00 89 00 6a 01 00 00 00 00 00 00 00 00 00 00	....................j...........
1340	00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 72 53 74 03 00 00 00 00 00 00 00 00 6a 04 00 00	................rSt.........j...
1360	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7d 02 7c 02 6a 07 00 00	........................}.|.j...
1380	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 89 00 ab 01 00 00 00 00 00 00 01 00 7c 02 6a 09	............................|.j.
13a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 88 01 66 01 64 01 84 08 89 00 6a 0b 00 00	....................f.d.....j...
13c0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 02 ac 03 ab 01 00 00 00 00 00 00 44 00 ab 00	................d...........D...
13e0	00 00 00 00 00 00 89 01 ac 04 ab 02 00 00 00 00 00 00 01 00 7c 02 8a 00 89 00 6a 0d 00 00 00 00	....................|.....j.....
1400	00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 73 1c 88 01 66 01 64 05 84 08	......................s...f.d...
1420	89 00 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 02 ac 03 ab 01 00 00 00 00	..j...................d.........
1440	00 00 44 00 ab 00 00 00 00 00 00 00 7d 03 6e 1a 88 00 88 01 66 02 64 06 84 08 89 00 6a 0b 00 00	..D.........}.n.....f.d.....j...
1460	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 44 00 ab 00 00 00 00 00	........................D.......
1480	00 00 7d 03 74 03 00 00 00 00 00 00 00 00 6a 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	..}.t.........j.................
14a0	00 00 ab 00 00 00 00 00 00 00 7d 02 7c 02 6a 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	..........}.|.j.................
14c0	00 00 89 00 ab 01 00 00 00 00 00 00 01 00 7c 02 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00	..............|.j...............
14e0	00 00 00 00 64 07 84 00 7c 03 44 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 01 00 7c 02	....d...|.D...................|.
1500	53 00 29 08 7a 35 43 6f 6d 70 75 74 65 20 65 64 67 65 20 77 65 69 67 68 74 73 20 61 6e 64 20 65	S.).z5Compute.edge.weights.and.e
1520	6c 69 6d 69 6e 61 74 65 20 7a 65 72 6f 2d 77 65 69 67 68 74 20 65 64 67 65 73 2e 63 01 00 00 00	liminate.zero-weight.edges.c....
1540	00 00 00 00 00 00 00 00 07 00 00 00 33 00 00 00 f3 5c 00 00 00 95 01 4b 00 01 00 97 00 7c 00 5d	............3....\.....K.....|.]
1560	23 00 00 5c 03 00 00 7d 01 7d 02 7d 03 7c 01 7c 02 6b 37 00 00 73 01 8c 0d 7c 01 7c 02 7c 03 6a	#..\...}.}.}.|.|.k7..s...|.|.|.j
1580	01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 89 04 64 00 ab 02 00 00 00 00 00 00 66	.....................d.........f
15a0	03 96 01 97 01 01 00 8c 25 04 00 79 01 ad 03 77 01 a9 02 e7 00 00 00 00 00 00 f0 3f 4e 29 01 da	........%..y...w...........?N)..
15c0	03 67 65 74 a9 05 da 02 2e 30 da 01 75 da 01 76 da 01 65 da 06 77 65 69 67 68 74 73 05 00 00 00	.get.....0..u..v..e..weights....
15e0	20 20 20 20 80 72 13 00 00 00 fa 09 3c 67 65 6e 65 78 70 72 3e 7a 24 5f 70 72 65 70 72 6f 63 65	.....r......<genexpr>z$_preproce
1600	73 73 5f 67 72 61 70 68 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e 72 00 00 00 73	ss_graph.<locals>.<genexpr>r...s
1620	30 00 00 00 f8 e8 00 f8 80 00 d2 0c 54 a9 47 a8 41 a8 71 b0 21 c8 51 d0 52 53 cb 56 88 61 90 11	0...........T.G.A.q.!.Q.RS.V.a..
1640	90 41 97 45 91 45 98 26 a0 23 d3 14 26 d4 0d 27 d1 0c 54 f9 73 08 00 00 00 83 0e 2c 01 92 1a 2c	.A.E.E.&.#..&..'..T.s......,...,
1660	01 54 29 01 da 04 64 61 74 61 29 01 72 5a 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 09 00	.T)...data).rZ...c..............
1680	00 00 33 00 00 00 f3 6e 00 00 00 95 01 4b 00 01 00 97 00 7c 00 5d 2c 00 00 5c 03 00 00 7d 01 7d	..3....n.....K.....|.],..\...}.}
16a0	02 7d 03 7c 01 7c 02 6b 37 00 00 73 01 8c 0d 7c 01 7c 02 74 01 00 00 00 00 00 00 00 00 7c 03 6a	.}.|.|.k7..s...|.|.t.........|.j
16c0	03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 89 04 64 00 ab 02 00 00 00 00 00 00 ab	.....................d..........
16e0	01 00 00 00 00 00 00 66 03 96 01 97 01 01 00 8c 2e 04 00 79 01 ad 03 77 01 72 52 00 00 00 a9 02	.......f...........y...w.rR.....
1700	da 03 61 62 73 72 54 00 00 00 72 55 00 00 00 73 05 00 00 00 20 20 20 20 80 72 13 00 00 00 72 5b	..absrT...rU...s.........r....r[
1720	00 00 00 7a 24 5f 70 72 65 70 72 6f 63 65 73 73 5f 67 72 61 70 68 2e 3c 6c 6f 63 61 6c 73 3e 2e	...z$_preprocess_graph.<locals>.
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1760	b0 01 b0 31 b0 61 d0 51 52 d0 56 57 d3 51 57 88 51 90 01 94 33 90 71 97 75 91 75 98 56 a0 53 d3	...1.a.QR.VW.QW.Q...3.q.u.u.V.S.
1780	17 29 d3 13 2a d4 0c 2b f1 03 02 11 0a f9 73 08 00 00 00 83 0e 35 01 92 23 35 01 63 01 00 00 00	.)..*..+......s......5..#5.c....
17a0	00 00 00 00 00 00 00 00 08 00 00 00 33 00 00 00 f3 84 00 00 00 95 02 4b 00 01 00 97 00 7c 00 5d	............3..........K.....|.]
17c0	37 00 00 5c 02 00 00 7d 01 7d 02 7c 01 7c 02 6b 37 00 00 72 2d 7c 01 7c 02 74 01 00 00 00 00 00	7..\...}.}.|.|.k7..r-|.|.t......
17e0	00 00 00 88 04 66 01 64 00 84 08 89 03 7c 01 19 00 00 00 7c 02 19 00 00 00 6a 03 00 00 00 00 00	.....f.d.....|.....|.....j......
1800	00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 44 00 ab 00 00 00 00 00 00 00 ab	.....................D..........
1820	01 00 00 00 00 00 00 66 03 96 01 97 01 01 00 8c 39 04 00 79 01 ad 03 77 01 29 02 63 01 00 00 00	.......f........9..y...w.).c....
1840	00 00 00 00 00 00 00 00 07 00 00 00 33 00 00 00 f3 54 00 00 00 95 01 4b 00 01 00 97 00 7c 00 5d	............3....T.....K.....|.]
1860	1f 00 00 7d 01 74 01 00 00 00 00 00 00 00 00 7c 01 6a 03 00 00 00 00 00 00 00 00 00 00 00 00 00	...}.t.........|.j..............
1880	00 00 00 00 00 89 02 64 00 ab 02 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 96 01 97 01 01 00 8c	.......d........................
18a0	21 04 00 79 01 ad 03 77 01 72 52 00 00 00 72 5e 00 00 00 29 03 72 56 00 00 00 72 59 00 00 00 72	!..y...w.rR...r^...).rV...rY...r
18c0	5a 00 00 00 73 03 00 00 00 20 20 80 72 13 00 00 00 72 5b 00 00 00 7a 2e 5f 70 72 65 70 72 6f 63	Z...s.......r....r[...z._preproc
18e0	65 73 73 5f 67 72 61 70 68 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e 2e 3c 67 65	ess_graph.<locals>.<genexpr>.<ge
1900	6e 65 78 70 72 3e 7c 00 00 00 73 21 00 00 00 f8 e8 00 f8 80 00 d2 16 49 b0 31 94 73 98 31 9f 35	nexpr>|...s!...........I.1.s.1.5
1920	99 35 a0 16 a8 13 d3 1b 2d d7 17 2e d1 16 49 f9 73 04 00 00 00 83 25 28 01 4e 29 02 da 03 73 75	.5......-.....I.s.....%(.N)...su
1940	6d da 06 76 61 6c 75 65 73 29 05 72 56 00 00 00 72 57 00 00 00 72 58 00 00 00 da 01 47 72 5a 00	m..values).rV...rW...rX.....GrZ.
1960	00 00 73 05 00 00 00 20 20 20 80 80 72 13 00 00 00 72 5b 00 00 00 7a 24 5f 70 72 65 70 72 6f 63	..s.........r....r[...z$_preproc
1980	65 73 73 5f 67 72 61 70 68 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e 7b 00 00 00	ess_graph.<locals>.<genexpr>{...
19a0	73 45 00 00 00 f8 e8 00 f8 80 00 f2 00 04 11 0a e1 10 14 90 01 90 31 d8 0f 10 90 41 8a 76 f0 05	sE....................1....A.v..
19c0	00 0e 0f 90 01 94 33 d3 16 49 b8 01 b8 21 b9 04 b8 51 b9 07 bf 0e b9 0e d3 38 48 d4 16 49 d3 13	......3..I...!...Q.......8H..I..
19e0	49 d4 0c 4a f1 03 04 11 0a f9 73 05 00 00 00 83 3d 41 00 01 63 01 00 00 00 00 00 00 00 00 00 00	I..J......s.....=A..c...........
1a00	00 04 00 00 00 33 00 00 00 f3 3a 00 00 00 4b 00 01 00 97 00 7c 00 5d 13 00 00 5c 03 00 00 7d 01	.....3....:...K.....|.]...\...}.
1a20	7d 02 7d 03 7c 03 64 00 6b 37 00 00 73 01 8c 0d 7c 01 7c 02 7c 03 66 03 96 01 97 01 01 00 8c 15	}.}.|.d.k7..s...|.|.|.f.........
1a40	04 00 79 01 ad 03 77 01 29 02 72 02 00 00 00 4e 72 41 00 00 00 29 04 72 56 00 00 00 72 57 00 00	..y...w.).r....NrA...).rV...rW..
1a60	00 72 58 00 00 00 72 59 00 00 00 73 04 00 00 00 20 20 20 20 72 13 00 00 00 72 5b 00 00 00 7a 24	.rX...rY...s........r....r[...z$
1a80	5f 70 72 65 70 72 6f 63 65 73 73 5f 67 72 61 70 68 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65	_preprocess_graph.<locals>.<gene
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1ac0	51 c3 06 98 71 a0 21 a0 51 9c 69 d1 1d 47 f9 73 08 00 00 00 82 0e 1b 01 91 0a 1b 01 29 08 da 0b	Q...q.!.Q.i..G.s............)...
1ae0	69 73 5f 64 69 72 65 63 74 65 64 da 02 6e 78 da 0a 4d 75 6c 74 69 47 72 61 70 68 da 0e 61 64 64	is_directed..nx..MultiGraph..add
1b00	5f 6e 6f 64 65 73 5f 66 72 6f 6d da 17 61 64 64 5f 77 65 69 67 68 74 65 64 5f 65 64 67 65 73 5f	_nodes_from..add_weighted_edges_
1b20	66 72 6f 6d da 05 65 64 67 65 73 da 0d 69 73 5f 6d 75 6c 74 69 67 72 61 70 68 da 05 47 72 61 70	from..edges..is_multigraph..Grap
1b40	68 29 04 72 64 00 00 00 72 5a 00 00 00 da 01 48 72 6b 00 00 00 73 04 00 00 00 60 60 20 20 72 13	h).rd...rZ.....Hrk...s....``..r.
1b60	00 00 00 da 11 5f 70 72 65 70 72 6f 63 65 73 73 5f 67 72 61 70 68 72 6f 00 00 00 6c 00 00 00 73	....._preprocess_graphro...l...s
1b80	c2 00 00 00 f9 80 00 e0 07 08 87 7d 81 7d 84 7f dc 0c 0e 8f 4d 89 4d 8b 4f 88 01 d8 08 09 d7 08	...........}.}......M.M.O.......
1ba0	18 d1 08 18 98 11 d4 08 1b d8 08 09 d7 08 21 d1 08 21 db 0c 54 b0 71 b7 77 b1 77 c0 44 b0 77 d3	..............!..!..T.q.w.w.D.w.
1bc0	37 49 d4 0c 54 d8 13 19 f0 05 00 09 22 f4 00 03 09 0a f0 08 00 0d 0e 88 01 d8 0b 0c 8f 3f 89 3f	7I..T......."................?.?
1be0	d4 0b 1c f3 02 02 11 0a d8 3b 3c bf 37 b9 37 c8 04 b8 37 d3 3b 4d f4 03 02 11 0a 89 05 f4 08 04	.........;<.7.7...7.;M..........
1c00	11 0a e0 18 19 9f 07 99 07 9b 09 f4 05 04 11 0a 88 05 f4 0a 00 09 0b 8f 08 89 08 8b 0a 80 41 d8	..............................A.
1c20	04 05 d7 04 14 d1 04 14 90 51 d4 04 17 d8 04 05 d7 04 1d d1 04 1d d1 1d 47 b0 75 d4 1d 47 d4 04	.........Q..............G.u..G..
1c40	47 d8 0b 0c 80 48 72 15 00 00 00 63 02 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 03 00 00 00	G....Hr....c....................
1c60	f3 12 01 00 00 97 00 64 01 64 02 6c 00 7d 02 7c 00 6a 03 00 00 00 00 00 00 00 00 00 00 00 00 00	.......d.d.l.}.|.j..............
1c80	00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7d 00 74 05 00 00 00 00 00 00 00 00 7c 00 ab 01 00	.....|.........}.t.........|....
1ca0	00 00 00 00 00 7d 03 74 07 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7d 04 74 09 00	.....}.t.........|.........}.t..
1cc0	00 00 00 00 00 00 00 74 0b 00 00 00 00 00 00 00 00 7c 01 74 0d 00 00 00 00 00 00 00 00 7c 04 ab	.......t.........|.t.........|..
1ce0	01 00 00 00 00 00 00 ab 02 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 05 7c 02 6a 0f 00 00 00	.......................}.|.j....
1d00	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 04 74 10 00 00 00 00 00 00 00 00 ac 03 ab 02 00	...............|.t..............
1d20	00 00 00 00 00 7d 06 74 13 00 00 00 00 00 00 00 00 7c 03 ab 01 00 00 00 00 00 00 44 00 5d 0d 00	.....}.t.........|.........D.]..
1d40	00 5c 02 00 00 7d 07 7d 08 7c 07 7c 06 7c 05 7c 08 19 00 00 00 3c 00 00 00 8c 0f 04 00 7c 06 7c	.\...}.}.|.|.|.|.....<.......|.|
1d60	04 64 04 7a 0a 00 00 64 05 7a 0b 00 00 7a 17 00 00 7d 06 7c 06 53 00 29 06 7a 45 45 73 74 69 6d	.d.z...d.z...z...}.|.S.).zEEstim
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1da0	20 72 65 76 65 72 73 65 20 43 75 74 68 69 6c 6c 2d 4d 63 4b 65 65 20 6f 72 64 65 72 69 6e 67 2e	.reverse.Cuthill-McKee.ordering.
1dc0	72 02 00 00 00 4e a9 01 da 05 64 74 79 70 65 72 1b 00 00 00 e7 00 00 00 00 00 00 00 40 29 0a 72	r....N....dtyper............@).r
1de0	1c 00 00 00 da 08 73 75 62 67 72 61 70 68 72 05 00 00 00 da 03 6c 65 6e da 04 64 69 63 74 da 03	......subgraphr......len..dict..
1e00	7a 69 70 72 20 00 00 00 72 1e 00 00 00 da 05 66 6c 6f 61 74 da 09 65 6e 75 6d 65 72 61 74 65 29	zipr....r......float..enumerate)
1e20	09 72 64 00 00 00 da 08 6e 6f 64 65 6c 69 73 74 72 25 00 00 00 72 1a 00 00 00 da 01 6e da 05 69	.rd.....nodelistr%...r......n..i
1e40	6e 64 65 78 72 35 00 00 00 da 01 69 72 57 00 00 00 73 09 00 00 00 20 20 20 20 20 20 20 20 20 72	ndexr5.....irW...s.............r
1e60	13 00 00 00 da 0d 5f 72 63 6d 5f 65 73 74 69 6d 61 74 65 72 7e 00 00 00 86 00 00 00 73 89 00 00	......_rcm_estimater~.......s...
1e80	00 80 00 e3 04 16 e0 08 09 8f 0a 89 0a 90 38 d3 08 1c 80 41 dc 0c 2a a8 31 d3 0c 2d 80 45 dc 08	..............8....A..*.1..-.E..
1ea0	0b 88 48 8b 0d 80 41 dc 0c 10 94 13 90 58 9c 75 a0 51 9b 78 d3 11 28 d3 0c 29 80 45 d8 08 0a 8f	..H...A......X.u.Q.x..(..).E....
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1ee0	31 d8 16 17 88 01 88 25 90 01 89 28 8a 0b f0 03 01 05 18 e0 04 05 88 21 88 61 89 25 90 33 89 1d	1......%...(...........!.a.%.3..
1f00	d1 04 16 80 41 d8 0b 0c 80 48 72 15 00 00 00 63 05 00 00 00 00 00 00 00 00 00 00 00 09 00 00 00	....A....Hr....c................
1f20	03 00 00 00 f3 e6 05 00 00 87 00 87 10 87 11 87 12 87 13 97 00 64 01 64 02 6c 00 8a 13 64 01 64	.....................d.d.l...d.d
1f40	02 6c 01 7d 05 7c 01 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 19 00 00	.l.}.|.j...................d....
1f60	00 8a 12 7c 02 72 85 89 13 6a 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 89 00 6a	...|.r...j.....................j
1f80	09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00	................................
1fa0	00 00 00 8a 11 7c 05 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 0d 00 00 00	.....|.j...................j....
1fc0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 05 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00	...............|.j..............
1fe0	00 00 00 00 00 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 03 89 11 7a 0b 00	.....j...................d...z..
2000	00 64 01 89 12 89 12 64 04 ac 05 ab 05 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 8a 10 89 10 89	.d.....d........................
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2040	00 00 00 00 00 00 00 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 89 11 64 07 ab	.......j.....................d..
2060	02 00 00 00 00 00 00 7a 0b 00 00 7a 12 00 00 8a 11 7c 02 72 07 88 11 88 13 66 02 64 08 84 08 7d	.......z...z.....|.r.....f.d...}
2080	06 6e 06 88 12 88 13 66 02 64 09 84 08 7d 06 7c 04 64 0a 6b 28 00 00 72 36 89 00 6a 09 00 00 00	.n.....f.d...}.|.d.k(..r6..j....
20a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 6a 15 00 00 00 00 00 00 00	.......................j........
20c0	00 00 00 00 00 00 00 00 00 00 00 74 16 00 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 8a 10 74	...........t...................t
20e0	19 00 00 00 00 00 00 00 00 88 00 66 01 64 0b 84 08 88 10 66 01 64 0c 84 08 ab 02 00 00 00 00 00	...........f.d.....f.d..........
2100	00 7d 07 6e 89 7c 04 64 0d 6b 28 00 00 72 6c 7c 05 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00	.}.n.|.d.k(..rl|.j..............
2120	00 00 00 00 00 6a 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 89 00 74 16 00 00 00	.....j.....................t....
2140	00 00 00 00 00 64 0e ac 0f ab 03 00 00 00 00 00 00 7d 08 7c 08 6a 1c 00 00 00 00 00 00 00 00 00	.....d...........}.|.j..........
2160	00 00 00 00 00 00 00 00 00 64 03 64 02 1a 00 7c 08 6a 1c 00 00 00 00 00 00 00 00 00 00 00 00 00	.........d.d...|.j..............
2180	00 00 00 00 00 64 02 64 10 1a 00 7a 0a 00 00 6a 1f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	.....d.d...z...j................
21a0	00 00 00 ab 00 00 00 00 00 00 00 7d 09 89 13 6a 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	...........}...j................
21c0	00 00 00 7c 08 7c 09 7c 09 66 02 3c 00 00 00 74 23 00 00 00 00 00 00 00 00 7c 08 ab 01 00 00 00	...|.|.|.f.<...t#........|......
21e0	00 00 00 7d 07 6e 18 74 25 00 00 00 00 00 00 00 00 6a 26 00 00 00 00 00 00 00 00 00 00 00 00 00	...}.n.t%........j&.............
2200	00 00 00 00 00 64 11 7c 04 9b 00 9d 02 ab 01 00 00 00 00 00 00 82 01 74 29 00 00 00 00 00 00 00	.....d.|...............t).......
2220	00 89 00 ab 01 00 00 00 00 00 00 6a 2b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64	...........j+..................d
2240	03 ac 12 ab 01 00 00 00 00 00 00 6a 2d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab	...........j-...................
2260	00 00 00 00 00 00 00 6a 2f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00	.......j/.......................
2280	00 00 00 7d 0a 02 00 7c 06 7c 01 ab 01 00 00 00 00 00 00 01 00 89 13 6a 31 00 00 00 00 00 00 00	...}...|.|.............j1.......
22a0	00 00 00 00 00 00 00 00 00 00 00 7c 01 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	...........|.j..................
22c0	00 64 13 ac 14 ab 02 00 00 00 00 00 00 7d 0b 09 00 89 13 6a 10 00 00 00 00 00 00 00 00 00 00 00	.d...........}.....j............
22e0	00 00 00 00 00 00 00 6a 33 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 ab 01 00	.......j3..................|....
2300	00 00 00 00 00 64 01 19 00 00 00 7d 01 89 00 7c 01 7a 04 00 00 7c 0b 64 02 64 02 85 02 64 02 64	.....d.....}...|.z...|.d.d...d.d
2320	02 85 02 66 02 3c 00 00 00 7c 01 6a 34 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c	...f.<...|.j4..................|
2340	0b 7a 04 00 00 7d 0c 7c 05 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 37 00	.z...}.|.j...................j7.
2360	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0c 64 0e ac 15 ab 02 00 00 00 00 00 00 5c	.................|.d...........\
2380	02 00 00 7d 0d 7d 0e 7c 01 7c 0e 7a 04 00 00 7d 01 7c 05 6a 10 00 00 00 00 00 00 00 00 00 00 00	...}.}.|.|.z...}.|.j............
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34e0	7c 00 7c 06 7c 02 7c 03 89 08 ab 05 00 00 00 00 00 00 5c 02 00 00 7d 07 7d 06 7c 07 64 04 19 00	|.|.|.|...........\...}.}.|.d...
3500	00 00 7c 06 64 00 64 00 85 02 64 04 66 02 19 00 00 00 66 02 53 00 29 06 4e 72 88 00 00 00 72 1b	..|.d.d...d.f.....f.S.).Nr....r.
3520	00 00 00 e9 04 00 00 00 72 02 00 00 00 29 01 da 04 73 69 7a 65 29 06 da 03 6d 69 6e 72 1f 00 00	........r....)...size)...minr...
3540	00 72 1d 00 00 00 da 06 6e 6f 72 6d 61 6c 72 a0 00 00 00 72 ab 00 00 00 29 0a 72 8a 00 00 00 72	.r......normalr....r....).r....r
3560	35 00 00 00 72 a3 00 00 00 72 24 00 00 00 da 04 73 65 65 64 da 01 71 72 26 00 00 00 72 a8 00 00	5...r....r$.....seed..qr&...r...
3580	00 72 a4 00 00 00 72 25 00 00 00 73 0a 00 00 00 20 20 20 20 20 20 20 20 80 80 72 13 00 00 00 da	.r....r%...s..............r.....
35a0	0c 66 69 6e 64 5f 66 69 65 64 6c 65 72 7a 27 5f 67 65 74 5f 66 69 65 64 6c 65 72 5f 66 75 6e 63	.find_fiedlerz'_get_fiedler_func
35c0	2e 3c 6c 6f 63 61 6c 73 3e 2e 66 69 6e 64 5f 66 69 65 64 6c 65 72 09 01 00 00 73 7c 00 00 00 f8	.<locals>.find_fiedler....s|....
35e0	80 00 d8 15 1b 98 7e d2 15 2d 91 01 b4 33 b0 71 b8 21 bf 27 b9 27 c0 21 b9 2a c0 71 b9 2e d3 33	......~..-...3.q.!.'.'.!.*.q...3
3600	49 88 41 d8 10 12 97 0a 91 0a 98 34 9f 3b 99 3b a8 51 b0 01 b7 07 b1 07 b8 01 b1 0a a8 4f 98 3b	I.A........4.;.;.Q...........O.;
3620	d3 1b 3c d3 10 3d d7 10 3f d1 10 3f 88 41 dc 17 28 a8 11 a8 41 a8 7a b8 33 c0 06 d3 17 47 89 48	..<..=..?..?.A..(...A.z.3....G.H
3640	88 45 90 31 d8 13 18 98 11 91 38 98 51 9a 71 a0 21 98 74 99 57 d0 13 24 d0 0c 24 72 15 00 00 00	.E.1......8.Q.q.!.t.W..$..$r....
3660	da 07 6c 61 6e 63 7a 6f 73 da 06 6c 6f 62 70 63 67 63 05 00 00 00 00 00 00 00 00 00 00 00 09 00	..lanczos..lobpcgc..............
3680	00 00 13 00 00 00 f3 9a 03 00 00 95 02 97 00 64 01 64 00 6c 00 7d 05 7c 05 6a 02 00 00 00 00 00	...............d.d.l.}.|.j......
36a0	00 00 00 00 00 00 00 00 00 00 00 00 00 6a 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	.............j..................
36c0	00 7c 00 74 06 00 00 00 00 00 00 00 00 ac 02 ab 02 00 00 00 00 00 00 7d 00 7c 00 6a 08 00 00 00	.|.t...................}.|.j....
36e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 19 00 00 00 7d 06 7c 02 72 62 7c 05 6a 02 00	...............d.....}.|.rb|.j..
3700	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 05 00 00 00 00 00 00 00 00 00 00 00 00 00	.................j..............
3720	00 00 00 00 00 7c 05 6a 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 0b 00 00 00	.....|.j...................j....
3740	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 03 89 0d 6a 0d 00 00 00 00 00 00 00 00 00 00 00	...............d...j............
3760	00 00 00 00 00 00 00 7c 00 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00	.......|.j......................
3780	00 00 00 00 00 ab 01 00 00 00 00 00 00 7a 0b 00 00 64 01 67 01 7c 06 7c 06 64 04 ac 05 ab 05 00	.............z...d.g.|.|.d......
37a0	00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 07 7c 07 7c 00 7a 04 00 00 7c 07 7a 04 00 00 7d 00 89	.............}.|.|.z...|.z...}..
37c0	0c 64 06 6b 28 00 00 73 05 7c 06 64 07 6b 02 00 00 72 3b 7c 05 6a 02 00 00 00 00 00 00 00 00 00	.d.k(..s.|.d.k...r;|.j..........
37e0	00 00 00 00 00 00 00 00 00 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 13 00	.........j...................j..
3800	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 64 08 64 09 7c 03 64 0a ac 0b ab 05 00	.................|.d.d.|.d......
3820	00 00 00 00 00 5c 02 00 00 7d 08 7d 09 7c 08 64 0c 19 00 00 00 7c 09 64 00 64 00 85 02 64 0c 66	.....\...}.}.|.d.....|.d.d...d.f
3840	02 19 00 00 00 66 02 53 00 89 0d 6a 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 89	.....f.S...j....................
3860	0d 6a 17 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 6a	.j...................|.........j
3880	18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 09 7c 05 6a	...........................}.|.j
38a0	02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 1b 00 00 00 00 00 00 00 00 00 00 00	...................j............
38c0	00 00 00 00 00 00 00 7c 05 6a 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 0b 00	.......|.j...................j..
38e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 03 7c 00 6a 0f 00 00 00 00 00 00 00 00 00	.................d.|.j..........
3900	00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7a 0b 00 00 64 01 7c 06 7c 06 ab 04 00 00 00	.................z...d.|.|......
3920	00 00 00 ab 01 00 00 00 00 00 00 7d 0a 89 0d 6a 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	...........}...j................
3940	00 00 00 7c 06 ab 01 00 00 00 00 00 00 7d 0b 7c 02 72 13 7c 0b 7f 07 6a 0f 00 00 00 00 00 00 00	...|.........}.|.r.|...j........
3960	00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7a 18 00 00 7d 0b 7c 05 6a 02 00 00 00	...................z...}.|.j....
3980	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	...............j................
39a0	00 00 00 6a 1f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 09 7c 0a 89 0d 6a	...j...................|.|.|...j
39c0	17 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0b ab 01 00 00 00 00 00 00 6a 18 00	...................|.........j..
39e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 03 7c 06 64 0d ac 0e ab 07 00 00 00 00 00	.................|.|.d..........
3a00	00 5c 02 00 00 7d 08 7d 09 7c 08 64 01 19 00 00 00 7c 09 64 00 64 00 85 02 64 01 66 02 19 00 00	.\...}.}.|.d.....|.d.d...d.f....
3a20	00 66 02 53 00 29 0f 4e 72 02 00 00 00 72 71 00 00 00 72 53 00 00 00 da 03 63 73 63 72 81 00 00	.f.S.).Nr....rq...rS.....cscr...
3a40	00 72 b6 00 00 00 e9 0a 00 00 00 72 83 00 00 00 da 02 53 4d 54 29 03 da 05 77 68 69 63 68 72 24	.r.........r......SMT)...whichr$
3a60	00 00 00 da 13 72 65 74 75 72 6e 5f 65 69 67 65 6e 76 65 63 74 6f 72 73 72 1b 00 00 00 46 29 05	.....return_eigenvectorsr....F).
3a80	72 12 00 00 00 72 a9 00 00 00 72 24 00 00 00 da 07 6d 61 78 69 74 65 72 da 07 6c 61 72 67 65 73	r....r....r$.....maxiter..larges
3aa0	74 29 10 72 2b 00 00 00 72 4c 00 00 00 72 98 00 00 00 72 78 00 00 00 72 1f 00 00 00 72 95 00 00	t).r+...rL...r....rx...r....r...
3ac0	00 72 92 00 00 00 72 93 00 00 00 72 2c 00 00 00 da 05 65 69 67 73 68 72 1d 00 00 00 da 0a 61 74	.r....r....r,.....eigshr......at
3ae0	6c 65 61 73 74 5f 32 64 72 a0 00 00 00 72 94 00 00 00 da 04 6f 6e 65 73 72 b7 00 00 00 29 0e 72	least_2dr....r......onesr....).r
3b00	8a 00 00 00 72 35 00 00 00 72 a3 00 00 00 72 24 00 00 00 72 b3 00 00 00 72 34 00 00 00 72 7b 00	....r5...r....r$...r....r4...r{.
3b20	00 00 72 8d 00 00 00 72 a8 00 00 00 72 26 00 00 00 72 12 00 00 00 72 a9 00 00 00 72 a4 00 00 00	..r....r....r&...r....r....r....
3b40	72 25 00 00 00 73 0e 00 00 00 20 20 20 20 20 20 20 20 20 20 20 20 80 80 72 13 00 00 00 72 b5 00	r%...s..................r....r..
3b60	00 00 7a 27 5f 67 65 74 5f 66 69 65 64 6c 65 72 5f 66 75 6e 63 2e 3c 6c 6f 63 61 6c 73 3e 2e 66	..z'_get_fiedler_func.<locals>.f
3b80	69 6e 64 5f 66 69 65 64 6c 65 72 11 01 00 00 73 af 01 00 00 f8 80 00 db 0c 1e e0 10 12 97 09 91	ind_fiedler....s................
3ba0	09 d7 10 23 d1 10 23 a0 41 ac 55 d0 10 23 d3 10 33 88 41 d8 10 11 97 07 91 07 98 01 91 0a 88 41	...#..#.A.U..#..3.A............A
3bc0	d9 0f 19 e0 14 16 97 49 91 49 d7 14 27 d1 14 27 d8 14 16 97 49 91 49 d7 14 25 d1 14 25 d8 18 1b	.......I.I..'..'....I.I..%..%...
3be0	98 62 9f 67 99 67 a0 61 a7 6a a1 6a a3 6c d3 1e 33 d1 18 33 b0 61 b0 53 b8 21 b8 51 c0 75 f0 03	.b.g.g.a.j.j.l..3..3.a.S.!.Q.u..
3c00	00 15 26 f3 00 02 15 16 f3 03 04 15 12 90 01 f0 0a 00 15 16 98 01 91 45 98 41 91 49 90 01 d8 0f	..&....................E.A.I....
3c20	15 98 19 d2 0f 22 a0 61 a8 22 a2 66 f0 08 00 1c 1e 9f 39 99 39 d7 1b 2b d1 1b 2b d7 1b 31 d1 1b	.....".a.".f......9.9..+..+..1..
3c40	31 d8 14 15 90 71 a0 04 a8 23 c0 34 f0 03 00 1c 32 f3 00 02 1c 12 91 08 90 05 90 71 f0 06 00 18	1....q...#.4....2..........q....
3c60	1d 98 51 91 78 a0 11 a2 31 a0 61 a0 34 a1 17 d0 17 28 d0 10 28 e0 14 16 97 4a 91 4a 98 72 9f 7d	..Q.x...1.a.4....(..(....J.J.r.}
3c80	99 7d a8 51 d3 1f 2f d7 1f 31 d1 1f 31 d3 14 32 90 01 e0 14 16 97 49 91 49 d7 14 27 d1 14 27 a8	.}.Q../..1..1..2......I.I..'..'.
3ca0	02 af 09 a9 09 d7 28 39 d1 28 39 b8 23 c0 01 c7 0a c1 0a c3 0c d1 3a 4c c8 61 d0 51 52 d0 54 55	......(9.(9.#.........:L.a.QR.TU
3cc0	d3 28 56 d3 14 57 90 01 d8 14 16 97 47 91 47 98 41 93 4a 90 01 d9 13 1d d8 14 15 98 11 9f 1a 99	.(V..W......G.G.A.J.............
3ce0	1a 9b 1c d1 14 25 90 41 d8 1b 1d 9f 39 99 39 d7 1b 2b d1 1b 2b d7 1b 32 d1 1b 32 d8 14 15 90 71	.....%.A....9.9..+..+..2..2....q
3d00	98 41 a0 12 a7 1d a1 1d a8 71 d3 21 31 d7 21 33 d1 21 33 b8 13 c0 61 d0 51 56 f0 03 00 1c 33 f3	.A.......q.!1.!3.!3...a.QV....3.
3d20	00 02 1c 12 91 08 90 05 90 71 f0 06 00 18 1d 98 51 91 78 a0 11 a2 31 a0 61 a0 34 a1 17 d0 17 28	.........q......Q.x...1.a.4....(
3d40	d0 10 28 72 15 00 00 00 7a 0f 75 6e 6b 6e 6f 77 6e 20 6d 65 74 68 6f 64 20 fa 01 2e 29 03 72 1c	..(r....z.unknown.method....).r.
3d60	00 00 00 72 67 00 00 00 72 9c 00 00 00 29 03 72 a4 00 00 00 72 b5 00 00 00 72 25 00 00 00 73 03	...rg...r....).r....r....r%...s.
3d80	00 00 00 60 20 40 72 13 00 00 00 da 11 5f 67 65 74 5f 66 69 65 64 6c 65 72 5f 66 75 6e 63 72 c4	...`.@r......_get_fiedler_funcr.
3da0	00 00 00 01 01 00 00 73 66 00 00 00 f9 80 00 e3 04 16 e0 07 0d 90 1a d2 07 1b d8 11 1f 88 06 d8	.......sf.......................
3dc0	07 0d d0 11 30 d1 07 30 f5 04 04 09 25 f0 58 01 00 0c 18 d0 04 17 f0 4d 01 00 0a 10 90 39 d2 09	....0..0....%.X........M.....9..
3de0	1c a0 06 a8 28 d2 20 32 f5 04 1f 09 29 f0 48 01 00 0c 18 d0 04 17 f4 05 00 0f 11 d7 0e 1e d1 0e	....(..2....).H.................
3e00	1e a0 1f b0 16 b0 0a b8 21 d0 1f 3c d3 0e 3d d0 08 3d 72 15 00 00 00 da 08 64 69 72 65 63 74 65	........!..<..=..=r......directe
3e20	64 e9 05 00 00 00 72 5a 00 00 00 29 01 da 0a 65 64 67 65 5f 61 74 74 72 73 63 06 00 00 00 00 00	d.....rZ...)...edge_attrsc......
3e40	00 00 00 00 00 00 07 00 00 00 03 00 00 00 f3 74 01 00 00 97 00 74 01 00 00 00 00 00 00 00 00 7c	...............t.....t.........|
3e60	00 ab 01 00 00 00 00 00 00 64 01 6b 02 00 00 72 15 74 03 00 00 00 00 00 00 00 00 6a 04 00 00 00	.........d.k...r.t.........j....
3e80	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 02 ab 01 00 00 00 00 00 00 82 01 74 07 00 00 00	...............d...........t....
3ea0	00 00 00 00 00 7c 00 7c 01 ab 02 00 00 00 00 00 00 7d 00 74 03 00 00 00 00 00 00 00 00 6a 08 00	.....|.|.........}.t.........j..
3ec0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 73 01 79 03 74	.................|.........s.y.t
3ee0	03 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab	.........j...................|..
3f00	01 00 00 00 00 00 00 7d 06 7c 06 6a 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64	.......}.|.j...................d
3f20	04 19 00 00 00 64 01 6b 28 00 00 72 15 7c 02 73 11 64 05 74 0f 00 00 00 00 00 00 00 00 7c 06 64	.....d.k(..r.|.s.d.t.........|.d
3f40	06 19 00 00 00 ab 01 00 00 00 00 00 00 7a 05 00 00 53 00 64 05 53 00 74 11 00 00 00 00 00 00 00	.............z...S.d.S.t........
3f60	00 7c 04 ab 01 00 00 00 00 00 00 7d 07 7c 04 64 07 6b 37 00 00 72 02 64 08 6e 0b 74 13 00 00 00	.|.........}.|.d.k7..r.d.n.t....
3f80	00 00 00 00 00 7c 00 7c 00 ab 02 00 00 00 00 00 00 7d 08 02 00 7c 07 7c 06 7c 08 7c 02 7c 03 7c	.....|.|.........}...|.|.|.|.|.|
3fa0	05 ab 05 00 00 00 00 00 00 5c 02 00 00 7d 09 7d 0a 74 0f 00 00 00 00 00 00 00 00 7c 09 ab 01 00	.........\...}.}.t.........|....
3fc0	00 00 00 00 00 53 00 29 09 61 00 09 00 00 52 65 74 75 72 6e 73 20 74 68 65 20 61 6c 67 65 62 72	.....S.).a....Returns.the.algebr
3fe0	61 69 63 20 63 6f 6e 6e 65 63 74 69 76 69 74 79 20 6f 66 20 61 6e 20 75 6e 64 69 72 65 63 74 65	aic.connectivity.of.an.undirecte
4000	64 20 67 72 61 70 68 2e 0a 0a 20 20 20 20 54 68 65 20 61 6c 67 65 62 72 61 69 63 20 63 6f 6e 6e	d.graph.......The.algebraic.conn
4020	65 63 74 69 76 69 74 79 20 6f 66 20 61 20 63 6f 6e 6e 65 63 74 65 64 20 75 6e 64 69 72 65 63 74	ectivity.of.a.connected.undirect
4040	65 64 20 67 72 61 70 68 20 69 73 20 74 68 65 20 73 65 63 6f 6e 64 0a 20 20 20 20 73 6d 61 6c 6c	ed.graph.is.the.second.....small
4060	65 73 74 20 65 69 67 65 6e 76 61 6c 75 65 20 6f 66 20 69 74 73 20 4c 61 70 6c 61 63 69 61 6e 20	est.eigenvalue.of.its.Laplacian.
4080	6d 61 74 72 69 78 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d	matrix.......Parameters.....----
40a0	2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 0a 20 20	------.....G.:.NetworkX.graph...
40c0	20 20 20 20 20 20 41 6e 20 75 6e 64 69 72 65 63 74 65 64 20 67 72 61 70 68 2e 0a 0a 20 20 20 20	......An.undirected.graph.......
40e0	77 65 69 67 68 74 20 3a 20 6f 62 6a 65 63 74 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75	weight.:.object,.optional.(defau
4100	6c 74 3a 20 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 64 61 74 61 20 6b 65 79 20 75	lt:.None).........The.data.key.u
4120	73 65 64 20 74 6f 20 64 65 74 65 72 6d 69 6e 65 20 74 68 65 20 77 65 69 67 68 74 20 6f 66 20 65	sed.to.determine.the.weight.of.e
4140	61 63 68 20 65 64 67 65 2e 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20	ach.edge..If.None,.then.........
4160	65 61 63 68 20 65 64 67 65 20 68 61 73 20 75 6e 69 74 20 77 65 69 67 68 74 2e 0a 0a 20 20 20 20	each.edge.has.unit.weight.......
4180	6e 6f 72 6d 61 6c 69 7a 65 64 20 3a 20 62 6f 6f 6c 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66	normalized.:.bool,.optional.(def
41a0	61 75 6c 74 3a 20 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 57 68 65 74 68 65 72 20 74 68 65	ault:.False).........Whether.the
41c0	20 6e 6f 72 6d 61 6c 69 7a 65 64 20 4c 61 70 6c 61 63 69 61 6e 20 6d 61 74 72 69 78 20 69 73 20	.normalized.Laplacian.matrix.is.
41e0	75 73 65 64 2e 0a 0a 20 20 20 20 74 6f 6c 20 3a 20 66 6c 6f 61 74 2c 20 6f 70 74 69 6f 6e 61 6c	used.......tol.:.float,.optional
4200	20 28 64 65 66 61 75 6c 74 3a 20 31 65 2d 38 29 0a 20 20 20 20 20 20 20 20 54 6f 6c 65 72 61 6e	.(default:.1e-8).........Toleran
4220	63 65 20 6f 66 20 72 65 6c 61 74 69 76 65 20 72 65 73 69 64 75 61 6c 20 69 6e 20 65 69 67 65 6e	ce.of.relative.residual.in.eigen
4240	76 61 6c 75 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 2e 0a 0a 20 20 20 20 6d 65 74 68 6f 64 20 3a	value.computation.......method.:
4260	20 73 74 72 69 6e 67 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3a 20 27 74 72 61	.string,.optional.(default:.'tra
4280	63 65 6d 69 6e 5f 70 63 67 27 29 0a 20 20 20 20 20 20 20 20 4d 65 74 68 6f 64 20 6f 66 20 65 69	cemin_pcg').........Method.of.ei
42a0	67 65 6e 76 61 6c 75 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 2e 20 49 74 20 6d 75 73 74 20 62 65	genvalue.computation..It.must.be
42c0	20 6f 6e 65 20 6f 66 20 74 68 65 20 74 72 61 63 65 6d 69 6e 0a 20 20 20 20 20 20 20 20 6f 70 74	.one.of.the.tracemin.........opt
42e0	69 6f 6e 73 20 73 68 6f 77 6e 20 62 65 6c 6f 77 20 28 54 72 61 63 65 4d 49 4e 29 2c 20 27 6c 61	ions.shown.below.(TraceMIN),.'la
4300	6e 63 7a 6f 73 27 20 28 4c 61 6e 63 7a 6f 73 20 69 74 65 72 61 74 69 6f 6e 29 0a 20 20 20 20 20	nczos'.(Lanczos.iteration)......
4320	20 20 20 6f 72 20 27 6c 6f 62 70 63 67 27 20 28 4c 4f 42 50 43 47 29 2e 0a 0a 20 20 20 20 20 20	...or.'lobpcg'.(LOBPCG).........
4340	20 20 54 68 65 20 54 72 61 63 65 4d 49 4e 20 61 6c 67 6f 72 69 74 68 6d 20 75 73 65 73 20 61 20	..The.TraceMIN.algorithm.uses.a.
4360	6c 69 6e 65 61 72 20 73 79 73 74 65 6d 20 73 6f 6c 76 65 72 2e 20 54 68 65 20 66 6f 6c 6c 6f 77	linear.system.solver..The.follow
4380	69 6e 67 0a 20 20 20 20 20 20 20 20 76 61 6c 75 65 73 20 61 6c 6c 6f 77 20 73 70 65 63 69 66 79	ing.........values.allow.specify
43a0	69 6e 67 20 74 68 65 20 73 6f 6c 76 65 72 20 74 6f 20 62 65 20 75 73 65 64 2e 0a 0a 20 20 20 20	ing.the.solver.to.be.used.......
43c0	20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	....===============.============
43e0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 20 20 20	============================....
4400	20 20 20 20 20 56 61 6c 75 65 20 20 20 20 20 20 20 20 20 20 20 53 6f 6c 76 65 72 0a 20 20 20 20	.....Value...........Solver.....
4420	20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	....===============.============
4440	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 20 20 20	============================....
4460	20 20 20 20 20 27 74 72 61 63 65 6d 69 6e 5f 70 63 67 27 20 20 50 72 65 63 6f 6e 64 69 74 69 6f	.....'tracemin_pcg'..Preconditio
4480	6e 65 64 20 63 6f 6e 6a 75 67 61 74 65 20 67 72 61 64 69 65 6e 74 20 6d 65 74 68 6f 64 0a 20 20	ned.conjugate.gradient.method...
44a0	20 20 20 20 20 20 27 74 72 61 63 65 6d 69 6e 5f 6c 75 27 20 20 20 4c 55 20 66 61 63 74 6f 72 69	......'tracemin_lu'...LU.factori
44c0	7a 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d	zation.........===============.=
44e0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	================================
4500	3d 3d 3d 3d 3d 3d 3d 0a 0a 20 20 20 20 73 65 65 64 20 3a 20 69 6e 74 65 67 65 72 2c 20 72 61 6e	=======......seed.:.integer,.ran
4520	64 6f 6d 5f 73 74 61 74 65 2c 20 6f 72 20 4e 6f 6e 65 20 28 64 65 66 61 75 6c 74 29 0a 20 20 20	dom_state,.or.None.(default)....
4540	20 20 20 20 20 49 6e 64 69 63 61 74 6f 72 20 6f 66 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20	.....Indicator.of.random.number.
4560	67 65 6e 65 72 61 74 69 6f 6e 20 73 74 61 74 65 2e 0a 20 20 20 20 20 20 20 20 53 65 65 20 3a 72	generation.state..........See.:r
4580	65 66 3a 60 52 61 6e 64 6f 6d 6e 65 73 73 3c 72 61 6e 64 6f 6d 6e 65 73 73 3e 60 2e 0a 0a 20 20	ef:`Randomness<randomness>`.....
45a0	20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 61 6c 67 65 62 72	..Returns.....-------.....algebr
45c0	61 69 63 5f 63 6f 6e 6e 65 63 74 69 76 69 74 79 20 3a 20 66 6c 6f 61 74 0a 20 20 20 20 20 20 20	aic_connectivity.:.float........
45e0	20 41 6c 67 65 62 72 61 69 63 20 63 6f 6e 6e 65 63 74 69 76 69 74 79 2e 0a 0a 20 20 20 20 52 61	.Algebraic.connectivity.......Ra
4600	69 73 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 4e 65 74 77 6f 72 6b 58 4e 6f 74 49	ises.....------.....NetworkXNotI
4620	6d 70 6c 65 6d 65 6e 74 65 64 0a 20 20 20 20 20 20 20 20 49 66 20 47 20 69 73 20 64 69 72 65 63	mplemented.........If.G.is.direc
4640	74 65 64 2e 0a 0a 20 20 20 20 4e 65 74 77 6f 72 6b 58 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20	ted.......NetworkXError.........
4660	49 66 20 47 20 68 61 73 20 6c 65 73 73 20 74 68 61 6e 20 74 77 6f 20 6e 6f 64 65 73 2e 0a 0a 20	If.G.has.less.than.two.nodes....
4680	20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 45 64 67 65 20 77 65 69 67	...Notes.....-----.....Edge.weig
46a0	68 74 73 20 61 72 65 20 69 6e 74 65 72 70 72 65 74 65 64 20 62 79 20 74 68 65 69 72 20 61 62 73	hts.are.interpreted.by.their.abs
46c0	6f 6c 75 74 65 20 76 61 6c 75 65 73 2e 20 46 6f 72 20 4d 75 6c 74 69 47 72 61 70 68 27 73 2c 0a	olute.values..For.MultiGraph's,.
46e0	20 20 20 20 77 65 69 67 68 74 73 20 6f 66 20 70 61 72 61 6c 6c 65 6c 20 65 64 67 65 73 20 61 72	....weights.of.parallel.edges.ar
4700	65 20 73 75 6d 6d 65 64 2e 20 5a 65 72 6f 2d 77 65 69 67 68 74 65 64 20 65 64 67 65 73 20 61 72	e.summed..Zero-weighted.edges.ar
4720	65 20 69 67 6e 6f 72 65 64 2e 0a 0a 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 2d 2d 2d	e.ignored.......See.Also.....---
4740	2d 2d 2d 2d 2d 0a 20 20 20 20 6c 61 70 6c 61 63 69 61 6e 5f 6d 61 74 72 69 78 0a 0a 20 20 20 20	-----.....laplacian_matrix......
4760	45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 46 6f 72 20 75 6e	Examples.....--------.....For.un
4780	64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 20 61 6c 67 65 62 72 61 69 63 20 63 6f 6e 6e 65 63	directed.graphs.algebraic.connec
47a0	74 69 76 69 74 79 20 63 61 6e 20 74 65 6c 6c 20 75 73 20 69 66 20 61 20 67 72 61 70 68 20 69 73	tivity.can.tell.us.if.a.graph.is
47c0	20 63 6f 6e 6e 65 63 74 65 64 20 6f 72 20 6e 6f 74 0a 20 20 20 20 60 47 60 20 69 73 20 63 6f 6e	.connected.or.not.....`G`.is.con
47e0	6e 65 63 74 65 64 20 69 66 66 20 20 60 60 61 6c 67 65 62 72 61 69 63 5f 63 6f 6e 6e 65 63 74 69	nected.iff..``algebraic_connecti
4800	76 69 74 79 28 47 29 20 3e 20 30 60 60 3a 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 63	vity(G).>.0``:......>>>.G.=.nx.c
4820	6f 6d 70 6c 65 74 65 5f 67 72 61 70 68 28 35 29 0a 20 20 20 20 3e 3e 3e 20 6e 78 2e 61 6c 67 65	omplete_graph(5).....>>>.nx.alge
4840	62 72 61 69 63 5f 63 6f 6e 6e 65 63 74 69 76 69 74 79 28 47 29 20 3e 20 30 0a 20 20 20 20 54 72	braic_connectivity(G).>.0.....Tr
4860	75 65 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 28 31 30 29 20 20 23 20 47 20 69	ue.....>>>.G.add_node(10)..#.G.i
4880	73 20 6e 6f 20 6c 6f 6e 67 65 72 20 63 6f 6e 6e 65 63 74 65 64 0a 20 20 20 20 3e 3e 3e 20 6e 78	s.no.longer.connected.....>>>.nx
48a0	2e 61 6c 67 65 62 72 61 69 63 5f 63 6f 6e 6e 65 63 74 69 76 69 74 79 28 47 29 20 3e 20 30 0a 20	.algebraic_connectivity(G).>.0..
48c0	20 20 20 46 61 6c 73 65 0a 0a 20 20 20 20 72 83 00 00 00 fa 1e 67 72 61 70 68 20 68 61 73 20 6c	...False......r......graph.has.l
48e0	65 73 73 20 74 68 61 6e 20 74 77 6f 20 6e 6f 64 65 73 2e 72 46 00 00 00 72 02 00 00 00 72 73 00	ess.than.two.nodes.rF...r....rs.
4900	00 00 29 02 72 02 00 00 00 72 02 00 00 00 72 b7 00 00 00 4e 29 0a 72 75 00 00 00 72 67 00 00 00	..).r....r....r....N).ru...rg...
4920	72 9c 00 00 00 72 6f 00 00 00 da 0c 69 73 5f 63 6f 6e 6e 65 63 74 65 64 da 10 6c 61 70 6c 61 63	r....ro.....is_connected..laplac
4940	69 61 6e 5f 6d 61 74 72 69 78 72 1f 00 00 00 72 78 00 00 00 72 c4 00 00 00 72 7e 00 00 00 29 0b	ian_matrixr....rx...r....r~...).
4960	72 64 00 00 00 72 5a 00 00 00 72 a3 00 00 00 72 24 00 00 00 72 a4 00 00 00 72 b3 00 00 00 72 8a	rd...rZ...r....r$...r....r....r.
4980	00 00 00 72 b5 00 00 00 72 35 00 00 00 72 a8 00 00 00 da 07 66 69 65 64 6c 65 72 73 0b 00 00 00	...r....r5...r......fiedlers....
49a0	20 20 20 20 20 20 20 20 20 20 20 72 13 00 00 00 72 06 00 00 00 72 06 00 00 00 38 01 00 00 73 b5	...........r....r....r....8...s.
49c0	00 00 00 80 00 f4 60 02 00 08 0b 88 31 83 76 90 01 82 7a dc 0e 10 d7 0e 1e d1 0e 1e d0 1f 3f d3	......`.....1.v...z...........?.
49e0	0e 40 d0 08 40 dc 08 19 98 21 98 56 d3 08 24 80 41 dc 0b 0d 8f 3f 89 3f 98 31 d4 0b 1d d8 0f 12	.@..@....!.V..$.A....?.?.1......
4a00	e4 08 0a d7 08 1b d1 08 1b 98 41 d3 08 1e 80 41 d8 07 08 87 77 81 77 88 71 81 7a 90 51 82 7f d9	..........A....A....w.w.q.z.Q...
4a20	2b 35 88 73 94 55 98 31 98 54 99 37 93 5e d1 0f 23 d0 08 3e b8 33 d0 08 3e e4 13 24 a0 56 d3 13	+5.s.U.1.T.7.^..#..>.3..>..$.V..
4a40	2c 80 4c d8 10 16 98 28 d2 10 22 89 04 ac 0d b0 61 b8 11 d3 28 3b 80 41 d9 15 21 a0 21 a0 51 a8	,.L....(..".....a...(;.A..!.!.Q.
4a60	0a b0 43 b8 14 d3 15 3e 81 4e 80 45 88 37 dc 0b 10 90 15 8b 3c d0 04 17 72 15 00 00 00 63 06 00	..C....>.N.E.7......<...r....c..
4a80	00 00 00 00 00 00 00 00 00 00 07 00 00 00 03 00 00 00 f3 86 01 00 00 97 00 64 01 64 02 6c 00 7d	.........................d.d.l.}
4aa0	06 74 03 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 03 6b 02 00 00 72 15 74 05 00	.t.........|.........d.k...r.t..
4ac0	00 00 00 00 00 00 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 04 ab 01 00	.......j...................d....
4ae0	00 00 00 00 00 82 01 74 09 00 00 00 00 00 00 00 00 7c 00 7c 01 ab 02 00 00 00 00 00 00 7d 00 74	.......t.........|.|.........}.t
4b00	05 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab	.........j...................|..
4b20	01 00 00 00 00 00 00 73 15 74 05 00 00 00 00 00 00 00 00 6a 06 00 00 00 00 00 00 00 00 00 00 00	.......s.t.........j............
4b40	00 00 00 00 00 00 00 64 05 ab 01 00 00 00 00 00 00 82 01 74 03 00 00 00 00 00 00 00 00 7c 00 ab	.......d...........t.........|..
4b60	01 00 00 00 00 00 00 64 03 6b 28 00 00 72 13 7c 06 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00	.......d.k(..r.|.j..............
4b80	00 00 00 00 00 64 06 64 07 67 02 ab 01 00 00 00 00 00 00 53 00 74 0f 00 00 00 00 00 00 00 00 7c	.....d.d.g.........S.t.........|
4ba0	04 ab 01 00 00 00 00 00 00 7d 07 74 05 00 00 00 00 00 00 00 00 6a 10 00 00 00 00 00 00 00 00 00	.........}.t.........j..........
4bc0	00 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 7d 08 7c 04 64 08 6b 37 00 00 72 02 64	.........|.........}.|.d.k7..r.d
4be0	02 6e 0b 74 13 00 00 00 00 00 00 00 00 7c 00 7c 00 ab 02 00 00 00 00 00 00 7d 09 02 00 7c 07 7c	.n.t.........|.|.........}...|.|
4c00	08 7c 09 7c 02 7c 03 7c 05 ab 05 00 00 00 00 00 00 5c 02 00 00 7d 0a 7d 0b 7c 0b 53 00 29 09 61	.|.|.|.|.........\...}.}.|.S.).a
4c20	b4 09 00 00 52 65 74 75 72 6e 73 20 74 68 65 20 46 69 65 64 6c 65 72 20 76 65 63 74 6f 72 20 6f	....Returns.the.Fiedler.vector.o
4c40	66 20 61 20 63 6f 6e 6e 65 63 74 65 64 20 75 6e 64 69 72 65 63 74 65 64 20 67 72 61 70 68 2e 0a	f.a.connected.undirected.graph..
4c60	0a 20 20 20 20 54 68 65 20 46 69 65 64 6c 65 72 20 76 65 63 74 6f 72 20 6f 66 20 61 20 63 6f 6e	.....The.Fiedler.vector.of.a.con
4c80	6e 65 63 74 65 64 20 75 6e 64 69 72 65 63 74 65 64 20 67 72 61 70 68 20 69 73 20 74 68 65 20 65	nected.undirected.graph.is.the.e
4ca0	69 67 65 6e 76 65 63 74 6f 72 0a 20 20 20 20 63 6f 72 72 65 73 70 6f 6e 64 69 6e 67 20 74 6f 20	igenvector.....corresponding.to.
4cc0	74 68 65 20 73 65 63 6f 6e 64 20 73 6d 61 6c 6c 65 73 74 20 65 69 67 65 6e 76 61 6c 75 65 20 6f	the.second.smallest.eigenvalue.o
4ce0	66 20 74 68 65 20 4c 61 70 6c 61 63 69 61 6e 20 6d 61 74 72 69 78 0a 20 20 20 20 6f 66 20 74 68	f.the.Laplacian.matrix.....of.th
4d00	65 20 67 72 61 70 68 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d	e.graph.......Parameters.....---
4d20	2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 0a 20	-------.....G.:.NetworkX.graph..
4d40	20 20 20 20 20 20 20 41 6e 20 75 6e 64 69 72 65 63 74 65 64 20 67 72 61 70 68 2e 0a 0a 20 20 20	.......An.undirected.graph......
4d60	20 77 65 69 67 68 74 20 3a 20 6f 62 6a 65 63 74 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61	.weight.:.object,.optional.(defa
4d80	75 6c 74 3a 20 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 64 61 74 61 20 6b 65 79 20	ult:.None).........The.data.key.
4da0	75 73 65 64 20 74 6f 20 64 65 74 65 72 6d 69 6e 65 20 74 68 65 20 77 65 69 67 68 74 20 6f 66 20	used.to.determine.the.weight.of.
4dc0	65 61 63 68 20 65 64 67 65 2e 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20	each.edge..If.None,.then........
4de0	20 65 61 63 68 20 65 64 67 65 20 68 61 73 20 75 6e 69 74 20 77 65 69 67 68 74 2e 0a 0a 20 20 20	.each.edge.has.unit.weight......
4e00	20 6e 6f 72 6d 61 6c 69 7a 65 64 20 3a 20 62 6f 6f 6c 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65	.normalized.:.bool,.optional.(de
4e20	66 61 75 6c 74 3a 20 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 57 68 65 74 68 65 72 20 74 68	fault:.False).........Whether.th
4e40	65 20 6e 6f 72 6d 61 6c 69 7a 65 64 20 4c 61 70 6c 61 63 69 61 6e 20 6d 61 74 72 69 78 20 69 73	e.normalized.Laplacian.matrix.is
4e60	20 75 73 65 64 2e 0a 0a 20 20 20 20 74 6f 6c 20 3a 20 66 6c 6f 61 74 2c 20 6f 70 74 69 6f 6e 61	.used.......tol.:.float,.optiona
4e80	6c 20 28 64 65 66 61 75 6c 74 3a 20 31 65 2d 38 29 0a 20 20 20 20 20 20 20 20 54 6f 6c 65 72 61	l.(default:.1e-8).........Tolera
4ea0	6e 63 65 20 6f 66 20 72 65 6c 61 74 69 76 65 20 72 65 73 69 64 75 61 6c 20 69 6e 20 65 69 67 65	nce.of.relative.residual.in.eige
4ec0	6e 76 61 6c 75 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 2e 0a 0a 20 20 20 20 6d 65 74 68 6f 64 20	nvalue.computation.......method.
4ee0	3a 20 73 74 72 69 6e 67 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3a 20 27 74 72	:.string,.optional.(default:.'tr
4f00	61 63 65 6d 69 6e 5f 70 63 67 27 29 0a 20 20 20 20 20 20 20 20 4d 65 74 68 6f 64 20 6f 66 20 65	acemin_pcg').........Method.of.e
4f20	69 67 65 6e 76 61 6c 75 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 2e 20 49 74 20 6d 75 73 74 20 62	igenvalue.computation..It.must.b
4f40	65 20 6f 6e 65 20 6f 66 20 74 68 65 20 74 72 61 63 65 6d 69 6e 0a 20 20 20 20 20 20 20 20 6f 70	e.one.of.the.tracemin.........op
4f60	74 69 6f 6e 73 20 73 68 6f 77 6e 20 62 65 6c 6f 77 20 28 54 72 61 63 65 4d 49 4e 29 2c 20 27 6c	tions.shown.below.(TraceMIN),.'l
4f80	61 6e 63 7a 6f 73 27 20 28 4c 61 6e 63 7a 6f 73 20 69 74 65 72 61 74 69 6f 6e 29 0a 20 20 20 20	anczos'.(Lanczos.iteration).....
4fa0	20 20 20 20 6f 72 20 27 6c 6f 62 70 63 67 27 20 28 4c 4f 42 50 43 47 29 2e 0a 0a 20 20 20 20 20	....or.'lobpcg'.(LOBPCG)........
4fc0	20 20 20 54 68 65 20 54 72 61 63 65 4d 49 4e 20 61 6c 67 6f 72 69 74 68 6d 20 75 73 65 73 20 61	...The.TraceMIN.algorithm.uses.a
4fe0	20 6c 69 6e 65 61 72 20 73 79 73 74 65 6d 20 73 6f 6c 76 65 72 2e 20 54 68 65 20 66 6f 6c 6c 6f	.linear.system.solver..The.follo
5000	77 69 6e 67 0a 20 20 20 20 20 20 20 20 76 61 6c 75 65 73 20 61 6c 6c 6f 77 20 73 70 65 63 69 66	wing.........values.allow.specif
5020	79 69 6e 67 20 74 68 65 20 73 6f 6c 76 65 72 20 74 6f 20 62 65 20 75 73 65 64 2e 0a 0a 20 20 20	ying.the.solver.to.be.used......
5040	20 20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	.....===============.===========
5060	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 20 20	=============================...
5080	20 20 20 20 20 20 56 61 6c 75 65 20 20 20 20 20 20 20 20 20 20 20 53 6f 6c 76 65 72 0a 20 20 20	......Value...........Solver....
50a0	20 20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	.....===============.===========
50c0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 20 20	=============================...
50e0	20 20 20 20 20 20 27 74 72 61 63 65 6d 69 6e 5f 70 63 67 27 20 20 50 72 65 63 6f 6e 64 69 74 69	......'tracemin_pcg'..Preconditi
5100	6f 6e 65 64 20 63 6f 6e 6a 75 67 61 74 65 20 67 72 61 64 69 65 6e 74 20 6d 65 74 68 6f 64 0a 20	oned.conjugate.gradient.method..
5120	20 20 20 20 20 20 20 27 74 72 61 63 65 6d 69 6e 5f 6c 75 27 20 20 20 4c 55 20 66 61 63 74 6f 72	.......'tracemin_lu'...LU.factor
5140	69 7a 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20	ization.........===============.
5160	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	================================
5180	3d 3d 3d 3d 3d 3d 3d 3d 0a 0a 20 20 20 20 73 65 65 64 20 3a 20 69 6e 74 65 67 65 72 2c 20 72 61	========......seed.:.integer,.ra
51a0	6e 64 6f 6d 5f 73 74 61 74 65 2c 20 6f 72 20 4e 6f 6e 65 20 28 64 65 66 61 75 6c 74 29 0a 20 20	ndom_state,.or.None.(default)...
51c0	20 20 20 20 20 20 49 6e 64 69 63 61 74 6f 72 20 6f 66 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72	......Indicator.of.random.number
51e0	20 67 65 6e 65 72 61 74 69 6f 6e 20 73 74 61 74 65 2e 0a 20 20 20 20 20 20 20 20 53 65 65 20 3a	.generation.state..........See.:
5200	72 65 66 3a 60 52 61 6e 64 6f 6d 6e 65 73 73 3c 72 61 6e 64 6f 6d 6e 65 73 73 3e 60 2e 0a 0a 20	ref:`Randomness<randomness>`....
5220	20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 66 69 65 64 6c	...Returns.....-------.....fiedl
5240	65 72 5f 76 65 63 74 6f 72 20 3a 20 4e 75 6d 50 79 20 61 72 72 61 79 20 6f 66 20 66 6c 6f 61 74	er_vector.:.NumPy.array.of.float
5260	73 2e 0a 20 20 20 20 20 20 20 20 46 69 65 64 6c 65 72 20 76 65 63 74 6f 72 2e 0a 0a 20 20 20 20	s..........Fiedler.vector.......
5280	52 61 69 73 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 4e 65 74 77 6f 72 6b 58 4e 6f	Raises.....------.....NetworkXNo
52a0	74 49 6d 70 6c 65 6d 65 6e 74 65 64 0a 20 20 20 20 20 20 20 20 49 66 20 47 20 69 73 20 64 69 72	tImplemented.........If.G.is.dir
52c0	65 63 74 65 64 2e 0a 0a 20 20 20 20 4e 65 74 77 6f 72 6b 58 45 72 72 6f 72 0a 20 20 20 20 20 20	ected.......NetworkXError.......
52e0	20 20 49 66 20 47 20 68 61 73 20 6c 65 73 73 20 74 68 61 6e 20 74 77 6f 20 6e 6f 64 65 73 20 6f	..If.G.has.less.than.two.nodes.o
5300	72 20 69 73 20 6e 6f 74 20 63 6f 6e 6e 65 63 74 65 64 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20	r.is.not.connected.......Notes..
5320	20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 45 64 67 65 20 77 65 69 67 68 74 73 20 61 72 65 20 69 6e	...-----.....Edge.weights.are.in
5340	74 65 72 70 72 65 74 65 64 20 62 79 20 74 68 65 69 72 20 61 62 73 6f 6c 75 74 65 20 76 61 6c 75	terpreted.by.their.absolute.valu
5360	65 73 2e 20 46 6f 72 20 4d 75 6c 74 69 47 72 61 70 68 27 73 2c 0a 20 20 20 20 77 65 69 67 68 74	es..For.MultiGraph's,.....weight
5380	73 20 6f 66 20 70 61 72 61 6c 6c 65 6c 20 65 64 67 65 73 20 61 72 65 20 73 75 6d 6d 65 64 2e 20	s.of.parallel.edges.are.summed..
53a0	5a 65 72 6f 2d 77 65 69 67 68 74 65 64 20 65 64 67 65 73 20 61 72 65 20 69 67 6e 6f 72 65 64 2e	Zero-weighted.edges.are.ignored.
53c0	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 2d 0a 20 20 20 20	......See.Also.....--------.....
53e0	6c 61 70 6c 61 63 69 61 6e 5f 6d 61 74 72 69 78 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20	laplacian_matrix......Examples..
5400	20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 69 76 65 6e 20 61 20 63 6f 6e 6e 65 63 74 65	...--------.....Given.a.connecte
5420	64 20 67 72 61 70 68 20 74 68 65 20 73 69 67 6e 73 20 6f 66 20 74 68 65 20 76 61 6c 75 65 73 20	d.graph.the.signs.of.the.values.
5440	69 6e 20 74 68 65 20 46 69 65 64 6c 65 72 20 76 65 63 74 6f 72 20 63 61 6e 20 62 65 0a 20 20 20	in.the.Fiedler.vector.can.be....
5460	20 75 73 65 64 20 74 6f 20 70 61 72 74 69 74 69 6f 6e 20 74 68 65 20 67 72 61 70 68 20 69 6e 74	.used.to.partition.the.graph.int
5480	6f 20 74 77 6f 20 63 6f 6d 70 6f 6e 65 6e 74 73 2e 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e	o.two.components.......>>>.G.=.n
54a0	78 2e 62 61 72 62 65 6c 6c 5f 67 72 61 70 68 28 35 2c 20 30 29 0a 20 20 20 20 3e 3e 3e 20 6e 78	x.barbell_graph(5,.0).....>>>.nx
54c0	2e 66 69 65 64 6c 65 72 5f 76 65 63 74 6f 72 28 47 2c 20 6e 6f 72 6d 61 6c 69 7a 65 64 3d 54 72	.fiedler_vector(G,.normalized=Tr
54e0	75 65 2c 20 73 65 65 64 3d 31 29 0a 20 20 20 20 61 72 72 61 79 28 5b 2d 30 2e 33 32 38 36 34 31	ue,.seed=1).....array([-0.328641
5500	32 39 2c 20 2d 30 2e 33 32 38 36 34 31 32 39 2c 20 2d 30 2e 33 32 38 36 34 31 32 39 2c 20 2d 30	29,.-0.32864129,.-0.32864129,.-0
5520	2e 33 32 38 36 34 31 32 39 2c 20 2d 30 2e 32 36 30 37 32 38 39 39 2c 0a 20 20 20 20 20 20 20 20	.32864129,.-0.26072899,.........
5540	20 20 20 20 30 2e 32 36 30 37 32 38 39 39 2c 20 20 30 2e 33 32 38 36 34 31 32 39 2c 20 20 30 2e	....0.26072899,..0.32864129,..0.
5560	33 32 38 36 34 31 32 39 2c 20 20 30 2e 33 32 38 36 34 31 32 39 2c 20 20 30 2e 33 32 38 36 34 31	32864129,..0.32864129,..0.328641
5580	32 39 5d 29 0a 0a 20 20 20 20 54 68 65 20 63 6f 6e 6e 65 63 74 65 64 20 63 6f 6d 70 6f 6e 65 6e	29])......The.connected.componen
55a0	74 73 20 61 72 65 20 74 68 65 20 74 77 6f 20 35 2d 6e 6f 64 65 20 63 6c 69 71 75 65 73 20 6f 66	ts.are.the.two.5-node.cliques.of
55c0	20 74 68 65 20 62 61 72 62 65 6c 6c 20 67 72 61 70 68 2e 0a 20 20 20 20 72 02 00 00 00 4e 72 83	.the.barbell.graph......r....Nr.
55e0	00 00 00 72 c9 00 00 00 7a 17 67 72 61 70 68 20 69 73 20 6e 6f 74 20 63 6f 6e 6e 65 63 74 65 64	...r....z.graph.is.not.connected
5600	2e 72 53 00 00 00 67 00 00 00 00 00 00 f0 bf 72 b7 00 00 00 29 0a 72 1c 00 00 00 72 75 00 00 00	.rS...g........r....).r....ru...
5620	72 67 00 00 00 72 9c 00 00 00 72 6f 00 00 00 72 ca 00 00 00 da 05 61 72 72 61 79 72 c4 00 00 00	rg...r....ro...r......arrayr....
5640	72 cb 00 00 00 72 7e 00 00 00 29 0c 72 64 00 00 00 72 5a 00 00 00 72 a3 00 00 00 72 24 00 00 00	r....r~...).rd...rZ...r....r$...
5660	72 a4 00 00 00 72 b3 00 00 00 72 25 00 00 00 72 b5 00 00 00 72 8a 00 00 00 72 35 00 00 00 72 a8	r....r....r%...r....r....r5...r.
5680	00 00 00 72 cc 00 00 00 73 0c 00 00 00 20 20 20 20 20 20 20 20 20 20 20 20 72 13 00 00 00 72 07	...r....s................r....r.
56a0	00 00 00 72 07 00 00 00 98 01 00 00 73 b7 00 00 00 80 00 f3 60 02 00 05 17 e4 07 0a 88 31 83 76	...r........s.......`........1.v
56c0	90 01 82 7a dc 0e 10 d7 0e 1e d1 0e 1e d0 1f 3f d3 0e 40 d0 08 40 dc 08 19 98 21 98 56 d3 08 24	...z...........?..@..@....!.V..$
56e0	80 41 dc 0b 0d 8f 3f 89 3f 98 31 d4 0b 1d dc 0e 10 d7 0e 1e d1 0e 1e d0 1f 38 d3 0e 39 d0 08 39	.A....?.?.1..............8..9..9
5700	e4 07 0a 88 31 83 76 90 11 82 7b d8 0f 11 8f 78 89 78 98 13 98 64 98 0b d3 0f 24 d0 08 24 e4 13	....1.v...{....x.x...d....$..$..
5720	24 a0 56 d3 13 2c 80 4c dc 08 0a d7 08 1b d1 08 1b 98 41 d3 08 1e 80 41 d8 10 16 98 28 d2 10 22	$.V..,.L..........A....A....(.."
5740	89 04 ac 0d b0 61 b8 11 d3 28 3b 80 41 d9 15 21 a0 21 a0 51 a8 0a b0 43 b8 14 d3 15 3e 81 4e 80	.....a...(;.A..!.!.Q...C....>.N.
5760	45 88 37 d8 0b 12 80 4e 72 15 00 00 00 63 06 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 03 00	E.7....Nr....c..................
5780	00 00 f3 d4 01 00 00 97 00 74 01 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 01 6b	.........t.........|.........d.k
57a0	28 00 00 72 15 74 03 00 00 00 00 00 00 00 00 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	(..r.t.........j................
57c0	00 00 00 64 02 ab 01 00 00 00 00 00 00 82 01 74 07 00 00 00 00 00 00 00 00 7c 00 7c 01 ab 02 00	...d...........t.........|.|....
57e0	00 00 00 00 00 7d 00 74 09 00 00 00 00 00 00 00 00 7c 04 ab 01 00 00 00 00 00 00 7d 06 67 00 7d	.....}.t.........|.........}.g.}
5800	07 74 03 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c	.t.........j...................|
5820	00 ab 01 00 00 00 00 00 00 44 00 5d 93 00 00 7d 08 74 01 00 00 00 00 00 00 00 00 7c 08 ab 01 00	.........D.]...}.t.........|....
5840	00 00 00 00 00 7d 09 7c 09 64 03 6b 44 00 00 72 70 74 03 00 00 00 00 00 00 00 00 6a 0c 00 00 00	.....}.|.d.kD..rpt.........j....
5860	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 08 ab 02 00 00 00 00 00 00 7d 0a 7c 04 64	...............|.|.........}.|.d
5880	04 6b 37 00 00 72 02 64 05 6e 0b 74 0f 00 00 00 00 00 00 00 00 7c 00 7c 08 ab 02 00 00 00 00 00	.k7..r.d.n.t.........|.|........
58a0	00 7d 0b 02 00 7c 06 7c 0a 7c 0b 7c 02 7c 03 7c 05 ab 05 00 00 00 00 00 00 5c 02 00 00 7d 0c 7d	.}...|.|.|.|.|.|.........\...}.}
58c0	0d 74 11 00 00 00 00 00 00 00 00 7c 0d 74 13 00 00 00 00 00 00 00 00 7c 09 ab 01 00 00 00 00 00	.t.........|.t.........|........
58e0	00 7c 08 ab 03 00 00 00 00 00 00 7d 0e 7c 07 6a 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	.|.........}.|.j................
5900	00 00 00 64 06 84 00 74 17 00 00 00 00 00 00 00 00 7c 0e ab 01 00 00 00 00 00 00 44 00 ab 00 00	...d...t.........|.........D....
5920	00 00 00 00 00 ab 01 00 00 00 00 00 00 01 00 8c 83 7c 07 6a 15 00 00 00 00 00 00 00 00 00 00 00	.................|.j............
5940	00 00 00 00 00 00 00 7c 08 ab 01 00 00 00 00 00 00 01 00 8c 95 04 00 7c 07 53 00 29 07 61 a4 07	.......|...............|.S.).a..
5960	00 00 43 6f 6d 70 75 74 65 20 74 68 65 20 73 70 65 63 74 72 61 6c 5f 6f 72 64 65 72 69 6e 67 20	..Compute.the.spectral_ordering.
5980	6f 66 20 61 20 67 72 61 70 68 2e 0a 0a 20 20 20 20 54 68 65 20 73 70 65 63 74 72 61 6c 20 6f 72	of.a.graph.......The.spectral.or
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59e0	20 74 68 65 20 73 61 6d 65 20 77 65 61 6b 6c 79 20 63 6f 6e 6e 65 63 74 65 64 20 63 6f 6d 70 6f	.the.same.weakly.connected.compo
5a00	6e 65 6e 74 73 20 61 70 70 65 61 72 20 63 6f 6e 74 69 67 75 6f 75 73 20 61 6e 64 20 6f 72 64 65	nents.appear.contiguous.and.orde
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5a40	6c 65 6d 65 6e 74 73 20 69 6e 20 74 68 65 20 46 69 65 64 6c 65 72 20 76 65 63 74 6f 72 20 6f 66	lements.in.the.Fiedler.vector.of
5a60	20 74 68 65 20 63 6f 6d 70 6f 6e 65 6e 74 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a	.the.component.......Parameters.
5a80	20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20	....----------.....G.:.NetworkX.
5aa0	67 72 61 70 68 0a 20 20 20 20 20 20 20 20 41 20 67 72 61 70 68 2e 0a 0a 20 20 20 20 77 65 69 67	graph.........A.graph.......weig
5ac0	68 74 20 3a 20 6f 62 6a 65 63 74 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3a 20	ht.:.object,.optional.(default:.
5ae0	4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 64 61 74 61 20 6b 65 79 20 75 73 65 64 20	None).........The.data.key.used.
5b00	74 6f 20 64 65 74 65 72 6d 69 6e 65 20 74 68 65 20 77 65 69 67 68 74 20 6f 66 20 65 61 63 68 20	to.determine.the.weight.of.each.
5b20	65 64 67 65 2e 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 65 61 63 68	edge..If.None,.then.........each
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5b60	61 6c 69 7a 65 64 20 3a 20 62 6f 6f 6c 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74	alized.:.bool,.optional.(default
5b80	3a 20 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 57 68 65 74 68 65 72 20 74 68 65 20 6e 6f 72	:.False).........Whether.the.nor
5ba0	6d 61 6c 69 7a 65 64 20 4c 61 70 6c 61 63 69 61 6e 20 6d 61 74 72 69 78 20 69 73 20 75 73 65 64	malized.Laplacian.matrix.is.used
5bc0	2e 0a 0a 20 20 20 20 74 6f 6c 20 3a 20 66 6c 6f 61 74 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65	.......tol.:.float,.optional.(de
5be0	66 61 75 6c 74 3a 20 31 65 2d 38 29 0a 20 20 20 20 20 20 20 20 54 6f 6c 65 72 61 6e 63 65 20 6f	fault:.1e-8).........Tolerance.o
5c00	66 20 72 65 6c 61 74 69 76 65 20 72 65 73 69 64 75 61 6c 20 69 6e 20 65 69 67 65 6e 76 61 6c 75	f.relative.residual.in.eigenvalu
5c20	65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 2e 0a 0a 20 20 20 20 6d 65 74 68 6f 64 20 3a 20 73 74 72	e.computation.......method.:.str
5c40	69 6e 67 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3a 20 27 74 72 61 63 65 6d 69	ing,.optional.(default:.'tracemi
5c60	6e 5f 70 63 67 27 29 0a 20 20 20 20 20 20 20 20 4d 65 74 68 6f 64 20 6f 66 20 65 69 67 65 6e 76	n_pcg').........Method.of.eigenv
5c80	61 6c 75 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 2e 20 49 74 20 6d 75 73 74 20 62 65 20 6f 6e 65	alue.computation..It.must.be.one
5ca0	20 6f 66 20 74 68 65 20 74 72 61 63 65 6d 69 6e 0a 20 20 20 20 20 20 20 20 6f 70 74 69 6f 6e 73	.of.the.tracemin.........options
5cc0	20 73 68 6f 77 6e 20 62 65 6c 6f 77 20 28 54 72 61 63 65 4d 49 4e 29 2c 20 27 6c 61 6e 63 7a 6f	.shown.below.(TraceMIN),.'lanczo
5ce0	73 27 20 28 4c 61 6e 63 7a 6f 73 20 69 74 65 72 61 74 69 6f 6e 29 0a 20 20 20 20 20 20 20 20 6f	s'.(Lanczos.iteration).........o
5d00	72 20 27 6c 6f 62 70 63 67 27 20 28 4c 4f 42 50 43 47 29 2e 0a 0a 20 20 20 20 20 20 20 20 54 68	r.'lobpcg'.(LOBPCG)...........Th
5d20	65 20 54 72 61 63 65 4d 49 4e 20 61 6c 67 6f 72 69 74 68 6d 20 75 73 65 73 20 61 20 6c 69 6e 65	e.TraceMIN.algorithm.uses.a.line
5d40	61 72 20 73 79 73 74 65 6d 20 73 6f 6c 76 65 72 2e 20 54 68 65 20 66 6f 6c 6c 6f 77 69 6e 67 0a	ar.system.solver..The.following.
5d60	20 20 20 20 20 20 20 20 76 61 6c 75 65 73 20 61 6c 6c 6f 77 20 73 70 65 63 69 66 79 69 6e 67 20	........values.allow.specifying.
5d80	74 68 65 20 73 6f 6c 76 65 72 20 74 6f 20 62 65 20 75 73 65 64 2e 0a 0a 20 20 20 20 20 20 20 20	the.solver.to.be.used...........
5da0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	===============.================
5dc0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 20 20 20 20 20 20 20	========================........
5de0	20 56 61 6c 75 65 20 20 20 20 20 20 20 20 20 20 20 53 6f 6c 76 65 72 0a 20 20 20 20 20 20 20 20	.Value...........Solver.........
5e00	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	===============.================
5e20	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 20 20 20 20 20 20 20	========================........
5e40	20 27 74 72 61 63 65 6d 69 6e 5f 70 63 67 27 20 20 50 72 65 63 6f 6e 64 69 74 69 6f 6e 65 64 20	.'tracemin_pcg'..Preconditioned.
5e60	63 6f 6e 6a 75 67 61 74 65 20 67 72 61 64 69 65 6e 74 20 6d 65 74 68 6f 64 0a 20 20 20 20 20 20	conjugate.gradient.method.......
5e80	20 20 27 74 72 61 63 65 6d 69 6e 5f 6c 75 27 20 20 20 4c 55 20 66 61 63 74 6f 72 69 7a 61 74 69	..'tracemin_lu'...LU.factorizati
5ea0	6f 6e 0a 20 20 20 20 20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d 3d 3d 3d 3d	on.........===============.=====
5ec0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	================================
5ee0	3d 3d 3d 0a 0a 20 20 20 20 73 65 65 64 20 3a 20 69 6e 74 65 67 65 72 2c 20 72 61 6e 64 6f 6d 5f	===......seed.:.integer,.random_
5f00	73 74 61 74 65 2c 20 6f 72 20 4e 6f 6e 65 20 28 64 65 66 61 75 6c 74 29 0a 20 20 20 20 20 20 20	state,.or.None.(default)........
5f20	20 49 6e 64 69 63 61 74 6f 72 20 6f 66 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65	.Indicator.of.random.number.gene
5f40	72 61 74 69 6f 6e 20 73 74 61 74 65 2e 0a 20 20 20 20 20 20 20 20 53 65 65 20 3a 72 65 66 3a 60	ration.state..........See.:ref:`
5f60	52 61 6e 64 6f 6d 6e 65 73 73 3c 72 61 6e 64 6f 6d 6e 65 73 73 3e 60 2e 0a 0a 20 20 20 20 52 65	Randomness<randomness>`.......Re
5f80	74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 73 70 65 63 74 72 61 6c 5f 6f	turns.....-------.....spectral_o
5fa0	72 64 65 72 69 6e 67 20 3a 20 4e 75 6d 50 79 20 61 72 72 61 79 20 6f 66 20 66 6c 6f 61 74 73 2e	rdering.:.NumPy.array.of.floats.
5fc0	0a 20 20 20 20 20 20 20 20 53 70 65 63 74 72 61 6c 20 6f 72 64 65 72 69 6e 67 20 6f 66 20 6e 6f	.........Spectral.ordering.of.no
5fe0	64 65 73 2e 0a 0a 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20	des.......Raises.....------.....
6000	4e 65 74 77 6f 72 6b 58 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 49 66 20 47 20 69 73 20 65 6d	NetworkXError.........If.G.is.em
6020	70 74 79 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 45 64	pty.......Notes.....-----.....Ed
6040	67 65 20 77 65 69 67 68 74 73 20 61 72 65 20 69 6e 74 65 72 70 72 65 74 65 64 20 62 79 20 74 68	ge.weights.are.interpreted.by.th
6060	65 69 72 20 61 62 73 6f 6c 75 74 65 20 76 61 6c 75 65 73 2e 20 46 6f 72 20 4d 75 6c 74 69 47 72	eir.absolute.values..For.MultiGr
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60a0	64 67 65 73 20 61 72 65 20 73 75 6d 6d 65 64 2e 20 5a 65 72 6f 2d 77 65 69 67 68 74 65 64 20 65	dges.are.summed..Zero-weighted.e
60c0	64 67 65 73 20 61 72 65 20 69 67 6e 6f 72 65 64 2e 0a 0a 20 20 20 20 53 65 65 20 41 6c 73 6f 0a	dges.are.ignored.......See.Also.
60e0	20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 6c 61 70 6c 61 63 69 61 6e 5f 6d 61 74 72 69	....--------.....laplacian_matri
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6140	00 4b 00 01 00 97 00 7c 00 5d 0a 00 00 5c 03 00 00 7d 01 7d 02 7d 03 7c 03 96 01 97 01 01 00 8c	.K.....|.]...\...}.}.}.|........
6160	0c 04 00 79 00 ad 03 77 01 72 0d 00 00 00 72 41 00 00 00 29 04 72 56 00 00 00 72 35 00 00 00 da	...y...w.r....rA...).rV...r5....
6180	01 63 72 57 00 00 00 73 04 00 00 00 20 20 20 20 72 13 00 00 00 72 5b 00 00 00 7a 24 73 70 65 63	.crW...s........r....r[...z$spec
61a0	74 72 61 6c 5f 6f 72 64 65 72 69 6e 67 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e	tral_ordering.<locals>.<genexpr>
61c0	47 02 00 00 73 16 00 00 00 e8 00 f8 80 00 d2 18 3c 99 77 98 71 a0 21 a0 51 9c 11 d1 18 3c f9 73	G...s...........<.w.q.!.Q....<.s
61e0	04 00 00 00 82 10 12 01 29 0c 72 75 00 00 00 72 67 00 00 00 72 9c 00 00 00 72 6f 00 00 00 72 c4	........).ru...rg...r....ro...r.
6200	00 00 00 da 14 63 6f 6e 6e 65 63 74 65 64 5f 63 6f 6d 70 6f 6e 65 6e 74 73 72 cb 00 00 00 72 7e	.....connected_componentsr....r~
6220	00 00 00 72 77 00 00 00 72 20 00 00 00 da 06 65 78 74 65 6e 64 da 06 73 6f 72 74 65 64 29 0f 72	...rw...r......extend..sorted).r
6240	64 00 00 00 72 5a 00 00 00 72 a3 00 00 00 72 24 00 00 00 72 a4 00 00 00 72 b3 00 00 00 72 b5 00	d...rZ...r....r$...r....r....r..
6260	00 00 72 1a 00 00 00 da 09 63 6f 6d 70 6f 6e 65 6e 74 72 b0 00 00 00 72 8a 00 00 00 72 35 00 00	..r......componentr....r....r5..
6280	00 72 a8 00 00 00 72 cc 00 00 00 da 09 73 6f 72 74 5f 69 6e 66 6f 73 0f 00 00 00 20 20 20 20 20	.r....r......sort_infos.........
62a0	20 20 20 20 20 20 20 20 20 20 72 13 00 00 00 72 08 00 00 00 72 08 00 00 00 fa 01 00 00 73 e0 00	..........r....r....r........s..
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6360	37 dc 18 1b 98 47 a4 55 a8 34 a3 5b b0 29 d3 18 3c 88 49 d8 0c 11 8f 4c 89 4c d1 18 3c ac 26 b0	7....G.U.4.[.)..<.I....L.L..<.&.
6380	19 d3 2a 3b d4 18 3c d5 0c 3c e0 0c 11 8f 4c 89 4c 98 19 d5 0c 23 f0 13 09 05 24 f0 16 00 0c 11	..*;..<..<....L.L....#....$.....
63a0	80 4c 72 15 00 00 00 63 06 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 03 00 00 00 f3 ee 00 00	.Lr....c........................
63c0	00 97 00 64 01 64 02 6c 00 7d 06 74 03 00 00 00 00 00 00 00 00 6a 04 00 00 00 00 00 00 00 00 00	...d.d.l.}.t.........j..........
63e0	00 00 00 00 00 00 00 00 00 7c 00 7c 01 7c 02 7c 03 7c 04 7c 05 ab 06 00 00 00 00 00 00 7d 07 7c	.........|.|.|.|.|.|.........}.|
6400	06 6a 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 74 09 00 00 00 00 00 00 00 00 7c	.j...................t.........|
6420	00 ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 08 7c 07 64 01 6b 5c 00 00 7d 09 74 0b 00	.................}.|.d.k\..}.t..
6440	00 00 00 00 00 00 00 7c 08 7c 09 0f 00 19 00 00 00 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00	.......|.|.......j..............
6460	00 00 00 00 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 74 0b 00 00 00 00 00 00 00 00 7c	.....................t.........|
6480	08 7c 09 19 00 00 00 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00	.|.....j........................
64a0	00 00 00 ab 01 00 00 00 00 00 00 66 02 53 00 29 03 61 3f 07 00 00 42 69 73 65 63 74 20 74 68 65	...........f.S.).a?...Bisect.the
64c0	20 67 72 61 70 68 20 75 73 69 6e 67 20 74 68 65 20 46 69 65 64 6c 65 72 20 76 65 63 74 6f 72 2e	.graph.using.the.Fiedler.vector.
64e0	0a 0a 20 20 20 20 54 68 69 73 20 6d 65 74 68 6f 64 20 75 73 65 73 20 74 68 65 20 46 69 65 64 6c	......This.method.uses.the.Fiedl
6500	65 72 20 76 65 63 74 6f 72 20 74 6f 20 62 69 73 65 63 74 20 61 20 67 72 61 70 68 2e 0a 20 20 20	er.vector.to.bisect.a.graph.....
6520	20 54 68 65 20 70 61 72 74 69 74 69 6f 6e 20 69 73 20 64 65 66 69 6e 65 64 20 62 79 20 74 68 65	.The.partition.is.defined.by.the
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6560	0a 20 20 20 20 65 69 74 68 65 72 20 70 6f 73 69 74 69 76 65 20 6f 72 20 6e 65 67 61 74 69 76 65	.....either.positive.or.negative
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65a0	6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65	meters.....----------.....G.:.Ne
65c0	74 77 6f 72 6b 58 20 47 72 61 70 68 0a 0a 20 20 20 20 77 65 69 67 68 74 20 3a 20 73 74 72 2c 20	tworkX.Graph......weight.:.str,.
65e0	6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3a 20 77 65 69 67 68 74 29 0a 20 20 20 20 20	optional.(default:.weight)......
6600	20 20 20 54 68 65 20 64 61 74 61 20 6b 65 79 20 75 73 65 64 20 74 6f 20 64 65 74 65 72 6d 69 6e	...The.data.key.used.to.determin
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66a0	20 20 20 20 20 20 57 68 65 74 68 65 72 20 74 68 65 20 6e 6f 72 6d 61 6c 69 7a 65 64 20 4c 61 70	......Whether.the.normalized.Lap
66c0	6c 61 63 69 61 6e 20 6d 61 74 72 69 78 20 69 73 20 75 73 65 64 2e 0a 0a 20 20 20 20 74 6f 6c 20	lacian.matrix.is.used.......tol.
66e0	3a 20 66 6c 6f 61 74 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3a 20 31 65 2d 38	:.float,.optional.(default:.1e-8
6700	29 0a 20 20 20 20 20 20 20 20 54 6f 6c 65 72 61 6e 63 65 20 6f 66 20 72 65 6c 61 74 69 76 65 20	).........Tolerance.of.relative.
6720	72 65 73 69 64 75 61 6c 20 69 6e 20 65 69 67 65 6e 76 61 6c 75 65 20 63 6f 6d 70 75 74 61 74 69	residual.in.eigenvalue.computati
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6760	61 6c 20 28 64 65 66 61 75 6c 74 3a 20 27 74 72 61 63 65 6d 69 6e 5f 70 63 67 27 29 0a 20 20 20	al.(default:.'tracemin_pcg')....
6780	20 20 20 20 20 4d 65 74 68 6f 64 20 6f 66 20 65 69 67 65 6e 76 61 6c 75 65 20 63 6f 6d 70 75 74	.....Method.of.eigenvalue.comput
67a0	61 74 69 6f 6e 2e 20 49 74 20 6d 75 73 74 20 62 65 20 6f 6e 65 20 6f 66 20 74 68 65 20 74 72 61	ation..It.must.be.one.of.the.tra
67c0	63 65 6d 69 6e 0a 20 20 20 20 20 20 20 20 6f 70 74 69 6f 6e 73 20 73 68 6f 77 6e 20 62 65 6c 6f	cemin.........options.shown.belo
67e0	77 20 28 54 72 61 63 65 4d 49 4e 29 2c 20 27 6c 61 6e 63 7a 6f 73 27 20 28 4c 61 6e 63 7a 6f 73	w.(TraceMIN),.'lanczos'.(Lanczos
6800	20 69 74 65 72 61 74 69 6f 6e 29 0a 20 20 20 20 20 20 20 20 6f 72 20 27 6c 6f 62 70 63 67 27 20	.iteration).........or.'lobpcg'.
6820	28 4c 4f 42 50 43 47 29 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 54 72 61 63 65 4d 49 4e 20	(LOBPCG)...........The.TraceMIN.
6840	61 6c 67 6f 72 69 74 68 6d 20 75 73 65 73 20 61 20 6c 69 6e 65 61 72 20 73 79 73 74 65 6d 20 73	algorithm.uses.a.linear.system.s
6860	6f 6c 76 65 72 2e 20 54 68 65 20 66 6f 6c 6c 6f 77 69 6e 67 0a 20 20 20 20 20 20 20 20 76 61 6c	olver..The.following.........val
6880	75 65 73 20 61 6c 6c 6f 77 20 73 70 65 63 69 66 79 69 6e 67 20 74 68 65 20 73 6f 6c 76 65 72 20	ues.allow.specifying.the.solver.
68a0	74 6f 20 62 65 20 75 73 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	to.be.used...........===========
68c0	3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	====.===========================
68e0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 20 20 20 20	=============.........Value.....
6900	20 20 20 20 20 20 53 6f 6c 76 65 72 0a 20 20 20 20 20 20 20 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	......Solver.........===========
6920	3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	====.===========================
6940	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 20 20 20 20 20 20 20 20 27 74 72 61 63 65 6d 69 6e 5f	=============.........'tracemin_
6960	70 63 67 27 20 20 50 72 65 63 6f 6e 64 69 74 69 6f 6e 65 64 20 63 6f 6e 6a 75 67 61 74 65 20 67	pcg'..Preconditioned.conjugate.g
6980	72 61 64 69 65 6e 74 20 6d 65 74 68 6f 64 0a 20 20 20 20 20 20 20 20 27 74 72 61 63 65 6d 69 6e	radient.method.........'tracemin
69a0	5f 6c 75 27 20 20 20 4c 55 20 66 61 63 74 6f 72 69 7a 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20	_lu'...LU.factorization.........
69c0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 20 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d	===============.================
69e0	3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 3d 0a 0a 20 20 20 20 73 65	========================......se
6a00	65 64 20 3a 20 69 6e 74 65 67 65 72 2c 20 72 61 6e 64 6f 6d 5f 73 74 61 74 65 2c 20 6f 72 20 4e	ed.:.integer,.random_state,.or.N
6a20	6f 6e 65 20 28 64 65 66 61 75 6c 74 29 0a 20 20 20 20 20 20 20 20 49 6e 64 69 63 61 74 6f 72 20	one.(default).........Indicator.
6a40	6f 66 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 69 6f 6e 20 73 74 61 74	of.random.number.generation.stat
6a60	65 2e 0a 20 20 20 20 20 20 20 20 53 65 65 20 3a 72 65 66 3a 60 52 61 6e 64 6f 6d 6e 65 73 73 3c	e..........See.:ref:`Randomness<
6a80	72 61 6e 64 6f 6d 6e 65 73 73 3e 60 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d	randomness>`.......Returns.....-
6aa0	2d 2d 2d 2d 2d 2d 0a 20 20 20 20 62 69 73 65 63 74 69 6f 6e 20 3a 20 74 75 70 6c 65 20 6f 66 20	------.....bisection.:.tuple.of.
6ac0	73 65 74 73 0a 20 20 20 20 20 20 20 20 53 65 74 73 20 77 69 74 68 20 74 68 65 20 62 69 73 65 63	sets.........Sets.with.the.bisec
6ae0	74 69 6f 6e 20 6f 66 20 6e 6f 64 65 73 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20	tion.of.nodes......Examples.....
6b00	2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 62 61 72 62 65 6c 6c 5f	--------.....>>>.G.=.nx.barbell_
6b20	67 72 61 70 68 28 33 2c 20 30 29 0a 20 20 20 20 3e 3e 3e 20 6e 78 2e 73 70 65 63 74 72 61 6c 5f	graph(3,.0).....>>>.nx.spectral_
6b40	62 69 73 65 63 74 69 6f 6e 28 47 29 0a 20 20 20 20 28 7b 30 2c 20 31 2c 20 32 7d 2c 20 7b 33 2c	bisection(G).....({0,.1,.2},.{3,
6b60	20 34 2c 20 35 7d 29 0a 0a 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 2d 2d 2d 2d	.4,.5})......References.....----
6b80	2d 2d 2d 2d 2d 2d 0a 20 20 20 20 2e 2e 20 5b 31 5d 20 4d 2e 20 45 2e 20 4a 20 4e 65 77 6d 61 6e	------........[1].M..E..J.Newman
6ba0	20 27 4e 65 74 77 6f 72 6b 73 3a 20 41 6e 20 49 6e 74 72 6f 64 75 63 74 69 6f 6e 27 2c 20 70 61	.'Networks:.An.Introduction',.pa
6bc0	67 65 73 20 33 36 34 2d 33 37 30 0a 20 20 20 20 20 20 20 4f 78 66 6f 72 64 20 55 6e 69 76 65 72	ges.364-370........Oxford.Univer
6be0	73 69 74 79 20 50 72 65 73 73 20 32 30 31 31 2e 0a 20 20 20 20 72 02 00 00 00 4e 29 07 72 1c 00	sity.Press.2011......r....N).r..
6c00	00 00 72 67 00 00 00 72 07 00 00 00 72 ce 00 00 00 da 04 6c 69 73 74 da 03 73 65 74 da 06 74 6f	..rg...r....r......list..set..to
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6c40	b3 00 00 00 72 25 00 00 00 72 58 00 00 00 da 05 6e 6f 64 65 73 da 08 70 6f 73 5f 76 61 6c 73 73	....r%...rX.....nodes..pos_valss
6c60	0a 00 00 00 20 20 20 20 20 20 20 20 20 20 72 13 00 00 00 72 09 00 00 00 72 09 00 00 00 4e 02 00	..............r....r....r....N..
6c80	00 73 6f 00 00 00 80 00 f3 76 01 00 05 17 e4 08 0a d7 08 19 d1 08 19 98 21 98 56 a0 5a b0 13 b0	.so......v..............!.V.Z...
6ca0	66 b8 64 d3 08 43 80 41 d8 0c 0e 8f 48 89 48 94 54 98 21 93 57 d3 0c 1d 80 45 d8 0f 10 90 41 89	f.d..C.A....H.H.T.!.W....E....A.
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6d00	00 46 67 3a 8c 30 e2 8e 79 45 3e 72 88 00 00 00 4e 29 13 72 40 00 00 00 da 08 6e 65 74 77 6f 72	.Fg:.0..yE>r....N).r@.....networ
6d20	6b 78 72 67 00 00 00 da 0e 6e 65 74 77 6f 72 6b 78 2e 75 74 69 6c 73 72 03 00 00 00 72 04 00 00	kxrg.....networkx.utilsr....r...
6d40	00 72 05 00 00 00 da 07 5f 5f 61 6c 6c 5f 5f 72 0b 00 00 00 72 43 00 00 00 72 6f 00 00 00 72 7e	.r......__all__r....rC...ro...r~
6d60	00 00 00 72 ab 00 00 00 72 c4 00 00 00 da 0d 5f 64 69 73 70 61 74 63 68 61 62 6c 65 72 06 00 00	...r....r......_dispatchabler...
6d80	00 72 07 00 00 00 72 08 00 00 00 72 09 00 00 00 72 41 00 00 00 72 15 00 00 00 72 13 00 00 00 fa	.r....r....r....rA...r....r.....
6da0	08 3c 6d 6f 64 75 6c 65 3e 72 e1 00 00 00 01 00 00 00 73 2a 01 00 00 f0 03 01 01 01 f1 02 02 01	.<module>r........s*............
6dc0	04 f3 08 00 01 16 f7 02 04 01 02 f1 00 04 01 02 f2 0c 05 0b 02 80 07 f7 10 36 01 33 f1 00 36 01	.........................6.3..6.
6de0	33 f7 72 01 1c 01 11 f1 00 1c 01 11 f2 3e 17 01 0d f2 34 0c 01 0d f2 1e 69 01 01 20 f2 58 03 34	3.r..........>....4.....i....X.4
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6e20	98 58 d4 01 26 e0 50 54 f2 03 5a 01 01 18 f3 03 00 02 27 f3 03 00 02 14 f3 03 00 02 21 f0 06 5a	.X..&.PT..Z.......'.........!..Z
6e40	01 01 18 f1 7a 02 00 02 15 90 5a d3 01 20 d9 01 10 90 11 d3 01 13 d8 01 11 80 12 d7 01 11 d1 01	....z.....Z.....................
6e60	11 98 58 d4 01 26 e0 50 54 f2 03 5c 01 01 13 f3 03 00 02 27 f3 03 00 02 14 f3 03 00 02 21 f0 06	..X..&.PT..\.......'.........!..
6e80	5c 01 01 13 f1 7e 02 00 02 11 90 11 d3 01 13 d8 01 11 80 12 d7 01 11 d1 01 11 98 58 d4 01 26 e0	\....~.....................X..&.
6ea0	50 54 f2 03 4f 01 01 11 f3 03 00 02 27 f3 03 00 02 14 f0 04 4f 01 01 11 f0 64 02 00 02 12 80 12	PT..O.......'.......O....d......
6ec0	d7 01 11 d1 01 11 98 58 d4 01 26 e0 50 54 f2 03 40 01 01 49 01 f3 03 00 02 27 f1 02 40 01 01 49	.......X..&.PT..@..I.....'..@..I
6ee0	01 72 15 00 00 00	.r....