Library for automatic interpretable model building (Whitebox AutoML)
Sberbank version of AutoWoE
This is the repository for AutoWoE library, developed by Sber AI Lab AutoML group. This library can be used for automatic creation of interpretable ML model based on feature binning, WoE features transformation, feature selection and Logistic Regression.
Authors: Vakhrushev Anton, Grigorii Penkin
Library setup can be done by one of three scenarios below:
pip install autowoefor installation from PyPI
bash build_package.shfor library installation into automatically created virtual environment and WHL files building
- pre-generated WHL file from specific release
Usage tutorials are in Jupyter notebooks in the repository root. For parameters description take a look at
Bugs / Questions / Suggestions::
- Vakhrushev Anton (AGVakhrushev@sberbank.ru)
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