FATE

Project Overview

FATE is an open-source toolkit for auditing machine learning models for bias, opacity, and ethical alignment. It provides data scientists and developers with metrics, visual diagnostics, and automated reports to ensure AI systems operate fairly and transparently.

Key Architecture & Features

• ✓Algorithmic Bias Mitigation Metrics
• ✓Explainable AI Model Diagnostics
• ✓Automated Fairness Audit Reporting
• ✓Dataset Representation Profiling

Technologies Used

Get Involved

Interested in contributing code, fixing issues, or mentoring students for this project?