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causal-learn

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zqian6263-design / causal-inference

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因果推断系统学习与方法选型工具箱：9 篇中文知识库（DAG/等价类/三大范式/13 方法深入），13 个方法可复现实验（PC/FCI/CD-NOD/GES/DGES/ExactSearch/LiNGAM/ANM/PNL/GIN/RLCD/GRaSP/BOSS/Granger），实证对比矩阵（4 类数据×7 方法×5 seed mean±std），复制即用分析模板 + 遥感演示，统一数据生成/评估/绘图工具，CI 冒烟保证可复现；附 Judea Pearl《The Book of Why》演讲精华

python machine-learning causal-inference causal-discovery causal-learn
  • Updated Aug 6, 2026
  • Python

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