├── .gitignore ├── .pylintrc ├── .travis.yml ├── CHEAT_SHEET.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── datasets ├── airline-passengers.csv ├── bike-station.csv └── titanic │ ├── test.csv │ └── train.csv ├── docs ├── eda.md ├── ensembling.md ├── feature-extraction.md ├── feature-selection.md ├── figures │ ├── latex_example.pdf │ ├── latex_example.pgf │ └── latex_example.png ├── linear-models.md ├── model-selection.md ├── nlp.md ├── pipeline.md ├── plotting.md ├── preprocessing.md ├── tsa.md └── various.md ├── pytest.ini ├── requirements.dev.txt ├── setup.py ├── tests ├── __init__.py ├── test_feature_extraction.py ├── test_model_selection.py └── test_preprocessing.py └── xam ├── __init__.py ├── eda.py ├── ensemble ├── __init__.py ├── groupby_model.py ├── lgbm_cv.py ├── localized_ensemble.py └── stacking.py ├── error_analysis ├── __init__.py ├── base.py └── binary_classification.py ├── feature_extraction ├── __init__.py ├── combinations.py ├── cycle.py └── encoding │ ├── __init__.py │ ├── bayesian_target.py │ └── count.py ├── feature_selection ├── __init__.py └── forward_backward.py ├── latex.py ├── linear_model ├── __init__.py └── auc_regressor.py ├── model_selection ├── __init__.py └── ordered_cross_validation.py ├── nlp ├── __init__.py ├── nb_svm.py ├── spell_correct.py └── top_terms.py ├── pipeline.py ├── preprocessing ├── __init__.py ├── binning │ ├── __init__.py │ ├── base.py │ ├── bayesian_blocks.py │ ├── equal_frequency.py │ ├── equal_width.py │ └── mdlp.py ├── groupby_transformer.py └── resampling.py ├── tsa ├── __init__.py ├── base.py ├── ewm_opt.py ├── exponential_smoothing.py └── frequency_average.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaxHalford/xam/HEAD/.gitignore -------------------------------------------------------------------------------- /.pylintrc: -------------------------------------------------------------------------------- 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