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
  • Docs »
  • Python Module Index

Python Module Index

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- dowhy
    dowhy.api
    dowhy.api.causal_data_frame
    dowhy.causal_estimator
    dowhy.causal_estimators
    dowhy.causal_estimators.econml_cate_estimator
    dowhy.causal_estimators.instrumental_variable_estimator
    dowhy.causal_estimators.linear_regression_estimator
    dowhy.causal_estimators.propensity_score_matching_estimator
    dowhy.causal_estimators.propensity_score_stratification_estimator
    dowhy.causal_estimators.propensity_score_weighting_estimator
    dowhy.causal_estimators.regression_discontinuity_estimator
    dowhy.causal_graph
    dowhy.causal_identifier
    dowhy.causal_model
    dowhy.causal_refuter
    dowhy.causal_refuters
    dowhy.causal_refuters.add_unobserved_common_cause
    dowhy.causal_refuters.bootstrap_refuter
    dowhy.causal_refuters.data_subset_refuter
    dowhy.causal_refuters.placebo_treatment_refuter
    dowhy.causal_refuters.random_common_cause
    dowhy.data_transformer
    dowhy.data_transformers
    dowhy.data_transformers.pca_reducer
    dowhy.datasets
    dowhy.do_sampler
    dowhy.do_samplers
    dowhy.do_samplers.kernel_density_sampler
    dowhy.do_samplers.mcmc_sampler
    dowhy.do_samplers.multivariate_weighting_sampler
    dowhy.do_samplers.weighting_sampler
    dowhy.plotter
    dowhy.utils
    dowhy.utils.api
    dowhy.utils.cli_helpers
    dowhy.utils.propensity_score

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