5 results found Sort:

Trusted-AI
AIF360 Trusted-AI
849
2.5k
apache-2.0
91
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.
r ai bias codait python fairness trusted-ai bias-finder fairness-ai ibm-research deep-learning bias-detection bias-reduction discrimination bias-correction ibm-research-ai fairness-testing machine-learning artificial-intelligence fairness-awareness-model
Created 2018-08-22
438 commits to main branch, last one 11 days ago
dccuchile
wefe dccuchile
14
175
mit
6
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...
nlp library python3 fairness-ai fairness-ml nlp-library bias-detection bias-reduction word-embeddings word-embedding-fairness word-embedding-evaluation
Created 2020-03-11
274 commits to develop branch, last one about a year ago
ResponsiblyAI
responsibly ResponsiblyAI
22
96
mit
6
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
bias audit ethics python fairness bias-finder fairness-ai fairness-ml data-science machine-bias bias-reduction bias-correction fairness-testing machine-learning artificial-intelligence fairness-awareness-model natural-language-processing
Created 2018-08-02
294 commits to master branch, last one 3 years ago
cdancette
rubi.bootstrap.pytorch cdancette
14
58
bsd-3-clause
6
NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering
vqa bias pytorch deep-learning bias-reduction
Created 2019-05-27
28 commits to master branch, last one 3 years ago
Frankluox
Channel_Importance_FSL Frankluox
9
55
mit
3
[ICML 2022] Channel Importance Matters in Few-shot Image Classification
bias-reduction few-shot-learning few-shot-classifcation
Created 2022-06-18
41 commits to main branch, last one about a year ago