AIF360 (AI Fairness 360)

AI Fairness 360 (AIF360) is an open-source toolkit developed by IBM that helps developers detect and reduce bias in machine learning models. It provides tools to assess whether AI systems make decisions that unfairly favor or discriminate against certain groups, based on factors like race, gender, or age. By analyzing datasets and models, AIF360 guides users in making AI more equitable and fair, ensuring that automated decisions align with ethical standards and don't unintentionally reinforce discrimination. It supports better, responsible AI development across various applications.