Ab2021 / aequilibrium

Package designed for handling imbalanced classification

aequilibrium

Python package for classification of imbalanced data. Can be used to do any / all of the following:

1. Balance training data
2. Fit models to imbalanced data
3. Evaluate models trained against imbalanced data

Installation

The latest version can be installed from PyPI:

# note that aequilibrium requires python 3.7
# if pip install fails, check your python version
pip install aequilibrium

Usage

Please review our aequilibrium example code here

Features Under Development

• Speeding up run times
• Option to not store balanced dataframes
• Additional balancing techniques

Contributor Guide

1. Before contributing to this CVS Health sponsored project, you will need to sign the associated Contributor License Agreement.
2. See contributing page.