├── .gitignore ├── .travis.yml ├── LICENSE.md ├── MANIFEST.in ├── README.md ├── bdranalytics ├── __init__.py ├── images │ ├── __init__.py │ └── bdr.gif ├── keras │ ├── __init__.py │ ├── callbacks.py │ ├── generators.py │ ├── layers.py │ └── tests │ │ ├── __init__.py │ │ └── test_generators.py ├── pdlearn │ ├── __init__.py │ ├── pipeline.py │ ├── preprocessing.py │ └── tests │ │ ├── __init__.py │ │ ├── test_pipeline.py │ │ └── test_preprocessing.py ├── plot │ ├── __init__.py │ ├── classification.py │ └── tests │ │ └── __init__.py └── sklearn │ ├── __init__.py │ ├── encoders.py │ ├── model_selection.py │ ├── preprocessing │ ├── __init__.py │ ├── encoding.py │ ├── preprocessing.py │ ├── scaling.py │ └── tests │ │ ├── __init__.py │ │ ├── test_encoding.py │ │ └── test_scaling.py │ └── tests │ ├── __init__.py │ └── test_model_selection.py ├── data ├── recruit.dat ├── soi.dat ├── soi_description.txt └── test.dat ├── doc ├── Makefile ├── conf.py ├── index.rst └── push_to_pages.sh ├── environment-dev.yml ├── environment.yml ├── notebooks ├── .gitkeep ├── Spark Cross Sell Frequent Pairs.ipynb ├── bdr-imbalanced-classification.ipynb ├── bdr-regression.ipynb ├── bdr-timeseries-classic-approach.ipynb └── bdr-timeseries-neuralnetwork-lstm.ipynb ├── requirements-dev.txt ├── requirements.txt ├── sample └── __init__.py ├── setup.cfg └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BigDataRepublic/bdr-analytics-py/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BigDataRepublic/bdr-analytics-py/HEAD/.travis.yml -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- 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