├── .gitignore ├── .pre-commit-config.yaml ├── .travis.yml ├── LICENSE ├── MANIFEST.in ├── README.rst ├── doc └── .gitkeep ├── examples └── .gitkeep ├── requirements.txt ├── runtests.sh ├── scala ├── .gitignore ├── dbscan-wrapper │ ├── assembly.sbt │ └── src │ │ └── main │ │ └── scala │ │ ├── PythonDbscanAPI.scala │ │ └── package.scala └── project │ ├── Build.scala │ └── plugins.sbt ├── setup.py └── splearn ├── __init__.py ├── base.py ├── cluster ├── __init__.py ├── dbscan.py ├── k_means_.py └── tests │ ├── __init__.py │ └── test_k_means.py ├── cross_validation.py ├── decomposition ├── __init__.py ├── tests │ ├── __init__.py │ └── test_truncated_svd.py └── truncated_svd.py ├── ensemble ├── __init__.py └── tests │ └── __init__.py ├── feature_extraction ├── __init__.py ├── dict_vectorizer.py ├── tests │ ├── __init__.py │ ├── test_dict_vectorizer.py │ └── test_text.py └── text.py ├── feature_selection ├── __init__.py ├── base.py ├── tests │ ├── __init__.py │ └── test_variance_threshold.py └── variance_threshold.py ├── grid_search.py ├── linear_model ├── __init__.py ├── base.py ├── logistic.py ├── stochastic_gradient.py └── tests │ ├── __init__.py │ ├── test_base.py │ ├── test_logistic.py │ └── test_stochastic_gradient.py ├── metrics ├── __init__.py └── text.py ├── naive_bayes.py ├── neighbors ├── __init__.py └── approximate.py ├── pipeline.py ├── preprocessing ├── __init__.py ├── data.py ├── label.py └── tests │ ├── __init__.py │ ├── test_data.py │ └── test_label.py ├── rdd.py ├── svm ├── __init__.py ├── classes.py └── tests │ ├── __init__.py │ └── test_classes.py ├── tests ├── __init__.py ├── test_grid_search.py ├── test_naive_bayes.py ├── test_pipeline.py └── test_rdd.py └── utils ├── __init__.py ├── testing.py ├── tests ├── __init__.py └── test_utils.py └── validation.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lensacom/sparkit-learn/HEAD/.gitignore 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