LASER-UMASS / ThemisLinks
Themis™ is a software fairness tester.
☆105Updated 5 years ago
Alternatives and similar repositories for Themis
Users that are interested in Themis are comparing it to the libraries listed below
Sorting:
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- Research code for auditing and exploring black box machine-learning models.☆132Updated 2 years ago
- ☆38Updated last year
- ☆58Updated 4 years ago
- ☆366Updated 4 years ago
- detect demographic differences in the output of machine learning models or other assessments☆318Updated 5 years ago
- The AI Incident Database seeks to identify, define, and catalog artificial intelligence incidents.☆203Updated this week
- Repo for GIAN fairness course☆54Updated 8 years ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆17Updated 7 years ago
- A visual analytic system for fair data-driven decision making☆25Updated 2 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago
- Data and analysis for 'Machine Bias'☆658Updated 8 years ago
- Toward ethical, transparent and fair AI/ML: a critical reading list for engineers, designers, and policy makers☆366Updated 6 years ago
- Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰☆97Updated last year
- NEXT is a machine learning system that runs in the cloud and makes it easy to develop, evaluate, and apply active learning in the real-wo…☆163Updated last year
- List of references about Machine Learning bias and ethics☆64Updated 2 years ago
- ☆328Updated 2 months ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆118Updated 4 years ago
- The Data Linter identifies potential issues (lints) in your ML training data.☆88Updated 7 years ago
- A collection of implementations of fair ML algorithms☆12Updated 7 years ago
- Python package for creating rule-based explanations for classifiers.☆60Updated 5 years ago
- Experiments to help discussion on Wikipedia talk pages☆66Updated 3 weeks ago
- Library and experiments for attacking machine learning in discrete domains☆47Updated 2 years ago
- ☆134Updated 6 years ago
- A LaTeX package for notes / todo / questions / answers. Useful while writing academic papers☆27Updated 2 years ago
- Python code for training fair logistic regression classifiers.☆189Updated 3 years ago
- ☆28Updated 7 years ago
- Bias Auditing & Fair ML Toolkit☆727Updated 3 months ago
- ☆271Updated last year
- An API to access data from The New Yorker Caption Contest☆62Updated 2 years ago