From bd9333eda60a9029a198acaeacb1eca4312bd1e8 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Mon, 4 May 2026 23:05:16 -0500 Subject: =?UTF-8?q?Initial=20release:=20GRAFT=20(KAFT)=20=E2=80=94=20NeurI?= =?UTF-8?q?PS=202026=20submission=20code?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Topology-factorized Jacobian-aligned feedback for deep GNNs. Includes: - src/: GraphGrAPETrainer (KAFT) + BP / DFA / DFA-GNN / VanillaGrAPE baselines + multi-probe alignment estimator + dataset / sparse-mm utilities. - experiments/: 19 runners reproducing every figure / table in the paper. - figures/: 4 generators + the 4 PDFs cited in the report. - paper/: NeurIPS .tex and consolidated experiments_master notes. Smoke test: 50-epoch Cora GCN L=4 gives BP 77.3% / KAFT 79.0%. --- .gitignore | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 .gitignore (limited to '.gitignore') diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..4aa090b --- /dev/null +++ b/.gitignore @@ -0,0 +1,32 @@ +# Python +__pycache__/ +*.py[cod] +*.so +*.egg-info/ +.venv/ +venv/ +.ipynb_checkpoints/ + +# Data + result caches (generated locally) +data/ +results/ +*.pt +*.pkl +*.npz + +# OS / editor +.DS_Store +.idea/ +.vscode/ +*.swp + +# LaTeX build +*.aux +*.log +*.out +*.bbl +*.blg +*.toc +*.fls +*.fdb_latexmk +*.synctex.gz -- cgit v1.2.3