├── .gitignore ├── .travis.yml ├── LICENSE.txt ├── README.md ├── dame_flame ├── __init__.py ├── dame_algorithm.py ├── data_cleaning.py ├── early_stops.py ├── flame_algorithm.py ├── flame_dame_helpers.py ├── flame_group_by.py ├── generate_new_active_sets.py ├── grouped_mr.py ├── matching.py └── utils │ ├── __init__.py │ ├── data.py │ └── post_processing.py ├── data ├── basicHoldoutData.csv ├── basicResultData.csv ├── basicTestData.csv └── sample.csv ├── docs ├── 404.html ├── Gemfile ├── Gemfile.lock ├── README.md ├── _config.yml ├── _documentation │ ├── FAQ.md │ ├── api-documentation │ │ ├── DAME-Class.md │ │ ├── FLAME-Class.md │ │ ├── Post-Processing │ │ │ ├── ate.md │ │ │ ├── att.md │ │ │ ├── cate.md │ │ │ ├── matched-group.md │ │ │ └── post-processing.md │ │ ├── data-generating.md │ │ └── documentation.md │ ├── examples │ │ ├── early_stopping.md │ │ ├── exact_matching.md │ │ ├── examples.md │ │ ├── flame_vs_dame_quality.md │ │ ├── interpret_covariates.md │ │ └── natality_experiment.md │ ├── getting-started │ │ ├── contributing_guide.md │ │ ├── getting-started.md │ │ └── installation_example.md │ ├── index.md │ └── user-guide │ │ ├── user-guide-algorithm-controls.md │ │ ├── user-guide-getting-matches.md │ │ ├── user-guide-input-requirements.md │ │ ├── user-guide-intro.md │ │ ├── user-guide-missing-data.md │ │ ├── user-guide-to-match-or-not.md │ │ ├── user-guide-treatment-effects.md │ │ └── user-guide.md ├── _includes │ ├── analytics.html │ └── head.html ├── _layouts │ └── default.html ├── _posts │ └── 2020-10-19-welcome-to-jekyll.markdown ├── _sass │ ├── color_schemes │ │ └── blue.scss │ └── custom │ │ └── custom.scss ├── _site │ ├── 404.html │ ├── FAQ.html │ ├── README.md │ ├── api-documentation.html │ ├── api-documentation │ │ ├── DAME.html │ │ ├── FLAME.html │ │ ├── data-generating │ │ │ └── index.html │ │ └── post-processing │ │ │ ├── ATE.html │ │ │ ├── ATT.html │ │ │ ├── CATE.html │ │ │ ├── index.html │ │ │ └── matched-group.html │ ├── assets │ │ ├── css │ │ │ ├── just-the-docs-dark.css │ │ │ ├── just-the-docs-default.css │ │ │ └── just-the-docs-light.css │ │ ├── images │ │ │ ├── just-the-docs.png │ │ │ └── search.svg │ │ └── js │ │ │ ├── just-the-docs.js │ │ │ ├── search-data.json │ │ │ └── vendor │ │ │ └── lunr.min.js │ ├── content │ │ └── logos │ │ │ └── logo.svg │ ├── documentation │ │ └── user-guide │ │ │ ├── Getting-Matches.html │ │ │ └── data-requirements.html │ ├── examples.html │ ├── examples │ │ ├── early_stopping │ │ │ └── index.html │ │ ├── exact_matching │ │ │ └── index.html │ │ ├── flame_vs_dame_quality │ │ │ └── index.html │ │ ├── interpretability │ │ │ └── index.html │ │ └── natality_experiment │ │ │ └── index.html │ ├── feed.xml │ ├── getting-started.html │ ├── getting-started │ │ ├── contributing_guide │ │ │ └── index.html │ │ └── installation_example │ │ │ └── index.html │ ├── index.html │ ├── jekyll │ │ └── update │ │ │ └── 2020 │ │ │ └── 10 │ │ │ └── 18 │ │ │ └── welcome-to-jekyll.html │ ├── redirects.json │ ├── user-guide.html │ └── user-guide │ │ ├── Algorithm-Controls.html │ │ ├── Introduction.html │ │ ├── Missing-Data.html │ │ ├── Treatment-Effects.html │ │ └── to-match-or-not.html └── content │ └── logos │ └── logo.svg ├── examples ├── .ipynb_checkpoints │ └── exact_matching-checkpoint.ipynb ├── Natality_Experiment.ipynb ├── cate-graph4.png ├── dame-flame-star-analysis.ipynb ├── early_stopping.ipynb ├── early_stopping.png ├── exact_matching.ipynb ├── exact_matching_verbose.PNG ├── flame_vs_dame_quality.ipynb ├── flame_vs_dame_quality.png ├── interpretability.ipynb ├── interpretability.png ├── natality.png ├── treatment_effect_size_of_groups.png └── verbose_interpretability2.PNG ├── opt-requirements.txt ├── requirements.txt ├── setup.py └── tests ├── FLAME_results_test.py ├── __init__.py ├── basicHoldoutData.csv ├── basicResultData.csv ├── basicTestData.csv ├── holdout.csv └── varAteData.csv /.gitignore: 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