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fairness-assessment

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fairlearn / fairlearn

A Python package to assess and improve fairness of machine learning models.

fairness-ml fairness-ai fairness 机器学习人工智能 unfairness-mitigation fairness-assessment responsible-ai harms

Python

2110

463

8 天前

ashryaagr / Fairness.jl

Julia Toolkit with fairness metrics and bias mitigation algorithms

Julia 语言机器学习 fairness-ml fairness-assessment fairness

Julia

2 年前

wearepal / EthicML

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

ethical-artificial-intelligence fairness toolkit PyTorch 机器学习数据科学机器视觉 fairness-ml fairness-ai responsible-ai fairness-awareness-model fairness-assessment

Python

1 个月前

agroportal / fairness

This project is a FAIRness assessment tool for ontologies, vocabularies and semantic resources.

fairness-assessment Java

Java

5 个月前

hharcolezi / ldp-fairness-impact

Repository for the DBSec 2023 paper "(Local) Differential Privacy has NO Disparate Impact on Fairness"

differential-privacy fairness fairness-assessment fairness-ml 隐私

Jupyter Notebook

2 年前

fixouttech / fixout

Algorithmic inspection for trustworthy ML models

fairness 机器学习 fairness-ai fairness-assessment ml-testing mlops 人工智能 explainable-ai explainable-ml harms responsible-ai unfairness-mitigation 数据科学

Python

4 个月前

yromano / fair_dummies

implementation of fair dummies

fairness fairness-ml fairness-awareness-model fairness-assessment fairness-testing 神经网络 regression

Jupyter Notebook

4 年前

huahuang95 / Data-Ethics

US Income Tax Audit Algorithms

exploratory-data-analysis fairness-assessment decision-tree

Jupyter Notebook

4 年前

theresiavr / stairway-to-fairness

This hosts the code and appendix of the RecSys 2025 short paper "Stairway to Fairness: Connecting Group and Individual Fairness"

evaluation fairness fairness-ai fairness-assessment fairness-ml 大语言模型 recommendation recsys

Python

4 天前