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Library for automatic interpretable model building (Whitebox AutoML)

Project description

Sberbank version of AutoWoE

GitHub all releases PyPI - Downloads

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 autowoe for installation from PyPI
  • bash build_package.sh for 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 parameters_info.md.

Bugs / Questions / Suggestions::

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Files for autowoe, version 1.2.5
Filename, size File type Python version Upload date Hashes
Filename, size AutoWoE-1.2.5-py3-none-any.whl (204.4 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size AutoWoE-1.2.5.tar.gz (191.4 kB) File type Source Python version None Upload date Hashes View

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