DoWhy | Making Causal Inference Easy

Contents:

  • DoWhy | 让因果推断容易
  • DoWhy:一个简单例子
  • 相关性还是因果效应？
  • DoWhy: 因果效应估计方法
  • 用 DoWhy 和 EconML 估计条件平均因果效应
  • DoWhy 因果 API Demo
  • Do-sampler 简介
  • Different ways to load an input graph
  • 工具变量法估计因果效应
  • IHDP 因果效应估计
  • Lalonde 数据集上因果推断
  • Lalonde Pandas API Example
  • Code repository & Versions
  • dowhy package
DoWhy | Making Causal Inference Easy
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