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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.
Created
2018-08-22
436 commits to main branch, last one 2 months ago
Curated list of open source tooling for data-centric AI on unstructured data.
Created
2023-02-27
34 commits to main branch, last one 7 months ago
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Created
2020-11-19
8 commits to main branch, last one 2 years ago
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...
Created
2020-03-11
274 commits to develop branch, last one 6 months ago
To help public defenders better serve their clients, Open Sentencing shows racial bias in data such as demographics providing insights for each case
Created
2020-08-13
102 commits to main branch, last one 2 years ago
Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
Created
2021-09-11
12 commits to main branch, last one 2 years ago
Learning to Split for Automatic Bias Detection
Created
2022-09-14
8 commits to main branch, last one about a year ago
HonestyMeter: An NLP-powered framework for evaluating objectivity and bias in media content, detecting manipulative techniques, and providing actionable feedback.
Created
2023-04-18
364 commits to main branch, last one 2 months ago