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🐢 Open-Source Evaluation & Testing for LLMs and ML models
Created
2022-03-06
9,731 commits to main branch, last one 3 days ago
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
A Python package to assess and improve fairness of machine learning models.
Created
2018-05-15
862 commits to main branch, last one 16 days ago
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libr...
Created
2020-07-06
1,964 commits to main branch, last one about a month 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
The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.
Created
2020-07-01
17 commits to main branch, last one 3 years ago
Safety Score for Pre-Trained Language Models
Created
2022-07-02
31 commits to main branch, last one 8 months ago
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
Created
2018-08-02
294 commits to master branch, last one 3 years ago
FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)
Created
2020-03-11
63 commits to master branch, last one 2 years ago
Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.
Created
2020-04-21
137 commits to master branch, last one 6 months ago
PyTorch package to train and audit ML models for Individual Fairness
Created
2022-05-31
49 commits to main branch, last one 9 months ago
Papers and online resources related to machine learning fairness
Created
2021-07-17
70 commits to main branch, last one about a year ago
[ACL 2020] Towards Debiasing Sentence Representations
Created
2020-01-27
31 commits to master branch, last one 3 years ago
👋 Influenciae is a Tensorflow Toolbox for Influence Functions
Created
2021-10-04
193 commits to main branch, last one 2 months ago
[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models
Created
2021-06-11
22 commits to main branch, last one about a year ago
Talks & Workshops by the CODAIT team
Created
2019-09-23
205 commits to master branch, last one 3 years ago
Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.
Created
2021-12-10
1,906 commits to develop branch, last one 15 days ago
[ICMLA 2021] Jurity: Fairness & Evaluation Library
Created
2020-12-17
168 commits to master branch, last one 2 days ago
A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible AI, Trust...
Created
2021-09-05
190 commits to main branch, last one a day ago
EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation
Created
2022-10-08
53 commits to main branch, last one about a year ago