This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
☆119Mar 10, 2021Updated 5 years ago
Alternatives and similar repositories for fairness-in-ml
Users that are interested in fairness-in-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python code for training fair logistic regression classifiers.☆192Jan 10, 2022Updated 4 years ago
- Comparing fairness-aware machine learning techniques.☆161Dec 26, 2022Updated 3 years ago
- ☆58Apr 7, 2021Updated 5 years ago
- Data and Model-based approaches for Mitigating Bias in Machine Learning Applications☆23Sep 10, 2019Updated 6 years ago
- ICLR 2021, Fair Mixup: Fairness via Interpolation☆59Sep 6, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Jul 5, 2020Updated 6 years ago
- ICLR Reproducibility Challenge: Generative Adversarial Models For Learning Private And Fair Representations☆12Jan 12, 2019Updated 7 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆55Jul 18, 2018Updated 8 years ago
- PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.☆72Apr 21, 2023Updated 3 years ago
- ☆12Feb 15, 2021Updated 5 years ago
- ☆315Mar 8, 2023Updated 3 years ago
- A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitig…☆2,845Jun 15, 2026Updated last month
- A curated list of awesome Fairness in AI resources☆335Sep 15, 2023Updated 2 years ago
- Fair Empirical Risk Minimization (FERM)☆35Sep 7, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)☆72Oct 20, 2021Updated 4 years ago
- A new framework to generate interpretable classification rules☆18Feb 11, 2023Updated 3 years ago
- ☆38Mar 4, 2023Updated 3 years ago
- Code for the SIGIR20 paper -- Measuring and Mitigating Item Under-Recommendation Bias inPersonalized Ranking Systems☆16Apr 28, 2020Updated 6 years ago
- A library that implements fairness-aware machine learning algorithms☆126Oct 21, 2020Updated 5 years ago
- NamSor Python command line tools, to append gender, origin, diaspora or us 'race'/ethnicity to a CSV file.☆15Sep 6, 2023Updated 2 years ago
- ☆25Aug 2, 2024Updated last year
- A Multi-Policy, Multi-Agent RL Training Framework☆32Jun 16, 2026Updated last month
- ☆22Feb 25, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Nov 10, 2020Updated 5 years ago
- R package for split test/one-armed bandit analysis☆16May 5, 2014Updated 12 years ago
- Running inference on the ZeroSCROLLS benchmark☆22Apr 18, 2024Updated 2 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆173Dec 19, 2025Updated 7 months ago
- ☆22Jun 3, 2019Updated 7 years ago
- A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Informati…☆72Aug 18, 2023Updated 2 years ago
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆358Jul 10, 2026Updated 3 weeks ago
- use pip in IPython☆13Oct 29, 2024Updated last year
- Code and data for the experiments in "On Fairness and Calibration"☆50Apr 22, 2022Updated 4 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.
- detect demographic differences in the output of machine learning models or other assessments☆322Jul 29, 2020Updated 6 years ago
- Fair Generative Modeling via Weak Supervision☆21Nov 22, 2022Updated 3 years ago
- A visual analytic system for fair data-driven decision making☆27Dec 10, 2022Updated 3 years ago
- A Python package to assess and improve fairness of machine learning models.☆2,264Updated this week
- Papers and online resources related to machine learning fairness☆75May 11, 2023Updated 3 years ago
- This repo contains a PyTorch implementation of a CNN model for multi-label Image classification model deployed on heroku.☆14Feb 28, 2021Updated 5 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Apr 7, 2021Updated 5 years ago