autowoe 1.3.2
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Description:
autowoe 1.3.2
AutoWoE library
This is the repository for AutoWoE library, developed by LightAutoML 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, Alexander Kirilin
Library setup can be done by one of three scenarios below:
Installation from PyPI:
pip install autowoe
Installation from source code
First of all you need to install git and poetry.
# Load LAMA source code
git clone https://github.com/AILab-MLTools/AutoMLWhitebox.git
cd AutoMLWhiteBox/
# !!!Choose only one item!!!
# 1. Recommended: Create virtual environment inside your project directory
poetry config virtualenvs.in-project true
# 2. Global installation: Don't create virtual environment
poetry config virtualenvs.create false --local
# For more information read poetry docs
# Install WhiteBox
poetry install
Usage tutorials are in Jupyter notebooks in the repository root. For parameters description take a look at parameters_info.md.
Bugs / Questions / Suggestions::
Vakhrushev Anton ([email protected])
License:
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
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