☆369May 10, 2021Updated 5 years ago
Alternatives and similar repositories for fairml
Users that are interested in fairml 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.☆160Dec 26, 2022Updated 3 years ago
- Research code for auditing and exploring black box machine-learning models.☆134May 24, 2023Updated 3 years ago
- Bias Auditing & Fair ML Toolkit☆769May 12, 2026Updated 3 months ago
- ☆40Mar 20, 2024Updated 2 years ago
- detect demographic differences in the output of machine learning models or other assessments☆322Jul 29, 2020Updated 6 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.
- Themis™ is a software fairness tester.☆109Aug 6, 2020Updated 6 years ago
- A visual analytic system for fair data-driven decision making☆27Dec 10, 2022Updated 3 years ago
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆492Aug 11, 2017Updated 9 years ago
- A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitig…☆2,852Jun 15, 2026Updated last month
- Data and analysis for 'Machine Bias'☆695Jun 13, 2017Updated 9 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,780Apr 8, 2026Updated 4 months ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆16Dec 13, 2017Updated 8 years ago
- simple customizable scoring systems in python☆40Oct 18, 2023Updated 2 years ago
- Python code for training fair logistic regression classifiers.☆192Jan 10, 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.
- Implementation of an algorithm computing the nearest "N" neighbours to a vector, using a collection of hyperplane hashers.☆30Jul 17, 2015Updated 11 years ago
- Lime: Explaining the predictions of any machine learning classifier☆12,167Jul 25, 2024Updated 2 years ago
- A Python package to assess and improve fairness of machine learning models.☆2,268Updated this week
- H2O.ai Machine Learning Interpretability Resources☆489Dec 12, 2020Updated 5 years ago
- Repo for GIAN fairness course☆54Dec 24, 2016Updated 9 years ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,400Feb 19, 2025Updated last year
- ☆759Jul 18, 2023Updated 3 years ago
- H2OAI Driverless AI Code Samples and Tutorials☆38Oct 24, 2024Updated last year
- Code for "High-Precision Model-Agnostic Explanations" paper☆816Jul 19, 2022Updated 4 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.
- ☆33Jan 28, 2024Updated 2 years ago
- Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰☆100Nov 17, 2023Updated 2 years ago
- Fit interpretable models. Explain blackbox machine learning.☆6,916Updated this week
- Implementation of provably Rawlsian fair ML algorithms for contextual bandits.☆14May 10, 2017Updated 9 years ago
- Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.☆467Feb 27, 2025Updated last year
- A collections of metrics and loss functions written in Theano.☆15Jan 7, 2016Updated 10 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆680Jun 17, 2024Updated 2 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 responsible machine learning resources.☆4,053Jun 3, 2026Updated 2 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Awesome list of AI Fairness tools, research papers, tutorials and any other relevant materials. For use by data scientists, AI engineers …☆16Mar 15, 2019Updated 7 years ago
- ☆315Mar 8, 2023Updated 3 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,829Feb 23, 2024Updated 2 years ago
- A game theoretic approach to explain the output of any machine learning model.☆25,684Updated this week
- Visualizations for machine learning datasets☆7,342May 24, 2023Updated 3 years ago
- python partial dependence plot toolbox☆860Sep 3, 2024Updated last year
- A Python package that makes it easier to test and compare machine learning models before they are deployed.☆10Sep 3, 2024Updated last year