#Bias-reduction

Trusted-AI

AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

ResponsiblyAI

responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

focuslead

ai-council-framework

Research-backed methodology for multi-AI collaborative decision-making with structured debate, consensus synthesis, and bias reduction