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PyCausalSim:基于模拟的因果发现的Python框架
PyCausalSim 的构建基于数十年的因果推断研究成果:Pearl 的因果框架(结构因果模型、do-calculus)、Rubin 的潜在结果模型,以及现代机器学习方法(NOTEARS, DAG-GNN)和蒙特卡洛模拟。并且它与 DoWhy ...
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