AI Bias Detection and Mitigation

This is a project for testing AI bias detection and mitigation methods.

Prerequisites

The following tools are required for dependency management:

Poetry - To avoid mess with dependencies we use Poetry. A well known configuration management tool for Python. If you know Maven or NPM, you will love it.
Miniconda - A tiny little tool to have separate Python environments on your machine. You will love it, if you ever have tried to work on multiple Python projects within the same Python installation.

Create a new Conda environment:

conda create -n <YOUR_ENV_NAME> python=3.10
conda activate <YOUR_ENV_NAME>

Install dependencies:

poetry install

Now you are ready to use the notebooks.