#Bias-detection
Showing 9 of 9 repositories tagged #bias-detection, ranked by stars
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.
Curated list of open source tooling for data-centric AI on unstructured data.
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
LangFair is a Python library for conducting use-case level LLM bias and fairness assessments
To help public defenders better serve their clients, Open Sentencing shows racial bias in data such as demographics providing insights for each case
Official repository for the paper "ALERT: A Comprehensive Benchmark for Assessing Large Language Models’ Safety through Red Teaming"
Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
Lightweight ML bias detection toolkit
Auditing algorithmic bias in criminal justice, hiring, lending, healthcare, and welfare: 6 open-source audits, measurable fairness gaps, and concrete fixes.