bias-detection topic
coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.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.
wefe
WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in ca...
Open-Sentencing
To help public defenders better serve their clients, Open Sentencing shows racial bias in data such as demographics providing insights for each case
coursera-practical-data-science-specialization
Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
bias-in-credit-models
Examples of unfairness detection for a classification-based credit model
mcboost
Multi-Calibration & Multi-Accuracy Boosting for R
ls
Learning to Split for Automatic Bias Detection
bias-detection
Detection of propaganda or partisan allegiance in natural text.
awesome-open-data-centric-ai
Curated list of open source tooling for data-centric AI on unstructured data.