Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: fairness-awareness-model

wearepal/EthicML

Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency

Language: Python - Size: 87.6 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 24 - Forks: 3

XinyiYS/CollaborativeFairFederatedLearning

Official implementation of our work "Collaborative Fairness in Federated Learning."

Language: Python - Size: 44.8 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 48 - Forks: 12

Trusted-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.

Language: Python - Size: 6.51 MB - Last synced: 1 day ago - Pushed: 4 days ago - Stars: 2,334 - Forks: 817

minbeomkim/Constitutional-AI-awesome-papers

Paper lists about 'Constitutional AI System' or 'AI under Ethical Guidelines'

Size: 26.4 KB - Last synced: 9 days ago - Pushed: 3 months ago - Stars: 6 - Forks: 0

ResponsiblyAI/responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

Language: Python - Size: 33 MB - Last synced: 2 months ago - Pushed: 6 months ago - Stars: 88 - Forks: 20

sharmi1206/fairness-tensorflow-toxicity-classification

Tensorflow constrained optimization with different Deep Learning Models

Language: Jupyter Notebook - Size: 5.52 MB - Last synced: 5 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

newlei/FairGo

Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021

Language: Python - Size: 220 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 43 - Forks: 10

hashtaglensman/HumanintheLoop

Human in the Loop

Size: 10.7 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

yromano/fair_dummies

implementation of fair dummies

Language: Jupyter Notebook - Size: 2.03 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 4

sethneel/GerryFair

Package implementing methods developed in "Preventing Fairness Gerrymandering" [ICML '18], "Rich Subgroup Fairness for Machine Learning" [ FAT* '19]. active development fork @algowatchupenn

Language: Python - Size: 9.66 MB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

Azizimj/Fair-regression

Fairness accountable regression in Matlab

Language: Matlab - Size: 22.5 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 3 - Forks: 0