├── .gitignore ├── .travis.yml ├── LICENSE ├── README.md ├── bayes-theorem.png ├── config.py ├── datasets ├── __init__.py ├── data │ ├── loan-defaulters.csv │ └── pima-indians-diabetes.csv └── datasets.py ├── exceptions ├── __init__.py └── exceptions.py ├── feature ├── __init__.py ├── continuous_feature.py ├── discrete_feature.py ├── feature.py └── vectors │ ├── __init__.py │ ├── continuous_feature_vectors.py │ ├── discrete_feature_vectors.py │ └── feature_vectors.py ├── main.py ├── model_selection ├── __init__.py └── model_selection.py ├── naive_bayes ├── __init__.py └── naive_bayes.py ├── statistics ├── __init__.py └── statistics.py ├── test ├── __init__.py ├── test_model_selection.py ├── test_naive_bayes.py ├── test_statistics.py └── test_util.py └── util ├── __init__.py └── csv.py /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__/ 2 | .idea 3 | 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