Python code for training fair logistic regression classifiers.
☆192Jan 10, 2022Updated 4 years ago
Alternatives and similar repositories for fair-classification
Users that are interested in fair-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Comparing fairness-aware machine learning techniques.☆161Dec 26, 2022Updated 3 years ago
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Jul 23, 2022Updated 4 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆56Jul 18, 2018Updated 8 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆120Mar 10, 2021Updated 5 years ago
- Accuracy and fairness trade-offs: A stochastic multi-objective approach☆13Jun 3, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code and data for the experiments in "On Fairness and Calibration"☆50Apr 22, 2022Updated 4 years ago
- Datasets derived from US census data☆295May 15, 2024Updated 2 years ago
- Code and simulated data for the paper “Fair Regression for Health Care Spending”☆20Feb 21, 2021Updated 5 years ago
- Binary classification algorithm under fairness considerations.☆10Jan 12, 2023Updated 3 years ago
- library for fair auditing and learning of classifiers with respect to rich subgroup fairness.☆33Oct 17, 2019Updated 7 years ago
- ☆22Jun 3, 2019Updated 7 years ago
- A Python package to assess and improve fairness of machine learning models.☆2,297Updated this week
- A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitig…☆2,877Jun 15, 2026Updated 4 months ago
- ⚖️ Code for the paper "Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning".☆11Dec 8, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.☆72Apr 21, 2023Updated 3 years ago
- A library that implements fairness-aware machine learning algorithms☆126Oct 21, 2020Updated 5 years ago
- python tools to check recourse in linear classification☆77Jan 8, 2021Updated 5 years ago
- ☆315Mar 8, 2023Updated 3 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 5 years ago
- ☆370May 10, 2021Updated 5 years ago
- Research code for auditing and exploring black box machine-learning models.☆134May 24, 2023Updated 3 years ago
- Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds☆11Oct 28, 2019Updated 6 years ago
- Open-source code for ''Individual Fairness for Graph Neural Networks: A Ranking based Approach''.☆11Jul 8, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Achieve error-rate fairness between societal groups for any score-based classifier.☆19Aug 21, 2025Updated last year
- Papers and online resources related to machine learning fairness☆74May 11, 2023Updated 3 years ago
- ☆38Jan 13, 2022Updated 4 years ago
- A python library to discover and mitigate biases in machine learning models and datasets☆20Jul 6, 2023Updated 3 years ago
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Jul 5, 2020Updated 6 years ago
- Bias Auditing & Fair ML Toolkit☆776May 12, 2026Updated 5 months ago
- Implementation of Adversarial Debiasing in PyTorch to address Gender Bias☆31Aug 5, 2020Updated 6 years ago
- An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.☆18Nov 13, 2018Updated 7 years ago
- A curated list of awesome Fairness in AI resources☆338Sep 15, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A post-processing method to create fair rankings wrt ranked group fairness☆15Jun 5, 2019Updated 7 years ago
- Open-source datasets for paper "Fairness in Graph Mining: A Survey".☆18Nov 3, 2022Updated 3 years ago
- Netrate Matlab/CVX☆10Dec 25, 2012Updated 13 years ago
- Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019☆12Mar 25, 2019Updated 7 years ago
- This is a collection of papers and other resources related to fairness.☆95May 12, 2026Updated 5 months ago
- ☆58Apr 7, 2021Updated 5 years ago
- A collection of papers in fairness of medical image analysis☆13Jun 16, 2023Updated 3 years ago