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doc/map.svg
notebooks/AutomatedML/Automated Machine Learning For EconML.ipynb
notebooks/Causal Forest and Orthogonal Random Forest Examples.ipynb
notebooks/Causal Model Selection with the RScorer.ipynb
notebooks/Choosing First Stage Models.ipynb
notebooks/CustomerScenarios/Case Study - Customer Segmentation at An Online Media Company - EconML + DoWhy.ipynb
notebooks/CustomerScenarios/Case Study - Customer Segmentation at An Online Media Company.ipynb
notebooks/CustomerScenarios/Case Study - Long-Term Return-on-Investment at Microsoft via Short-Term Proxies.ipynb
notebooks/CustomerScenarios/Case Study - Multi-investment Attribution at A Software Company - EconML + DoWhy.ipynb
notebooks/CustomerScenarios/Case Study - Multi-investment Attribution at A Software Company.ipynb
notebooks/CustomerScenarios/Case Study - Recommendation AB Testing at An Online Travel Company - EconML + DoWhy.ipynb
notebooks/CustomerScenarios/Case Study - Recommendation AB Testing at An Online Travel Company.ipynb
notebooks/CustomerScenarios/Case Study - Using EconML to evaluate the treatment effect of training program - Lalonde dataset.ipynb
notebooks/Deep IV Examples.ipynb
notebooks/Double Machine Learning Examples.ipynb
notebooks/Doubly Robust Learner and Interpretability.ipynb
notebooks/Dynamic Double Machine Learning Examples.ipynb
notebooks/ForestLearners Basic Example.ipynb
notebooks/Generalized Random Forests.ipynb
notebooks/Interpretability with SHAP.ipynb
notebooks/Metalearners Examples.ipynb
notebooks/Policy Learning with Trees and Forests.ipynb
notebooks/Solutions/Causal Interpretation for Boston Housing Price.ipynb
notebooks/Solutions/Causal Interpretation for Employee Attrition Dataset.ipynb
notebooks/Weighted Double Machine Learning Examples.ipynb
prototypes/dml_iv/NLSYM_GBM.ipynb
prototypes/dml_iv/NLSYM_Linear.ipynb
prototypes/dml_iv/NLSYM_Semi_Synthetic_GBM.ipynb
prototypes/dml_iv/NLSYM_Semi_Synthetic_Linear.ipynb
prototypes/dml_iv/TA_DGP_analysis.ipynb
prototypes/dml_iv/TA_DGP_analysis_Step_CATE.ipynb
prototypes/dml_iv/post_processing.ipynb
prototypes/dynamic_dml/high_dim_state_any_m_panel.ipynb
prototypes/dynamic_dml/high_dim_state_any_m_panel_hetero.ipynb
prototypes/dynamic_dml/postprocess_panel.ipynb
prototypes/dynamic_dml/postprocess_panel_hetero.ipynb
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