LASER-UMASS / ThemisLinks
Themis™ is a software fairness tester.
☆108Updated 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.☆161Updated 3 years ago
- Research code for auditing and exploring black box machine-learning models.☆132Updated 2 years ago
- ☆40Updated last year
- ☆58Updated 4 years ago
- ☆366Updated 4 years ago
- detect demographic differences in the output of machine learning models or other assessments☆319Updated 5 years ago
- A visual analytic system for fair data-driven decision making☆26Updated 3 years ago
- python tools to check recourse in linear classification☆76Updated 5 years ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆17Updated 8 years ago
- Data and analysis for 'Machine Bias'☆671Updated 8 years ago
- ☆332Updated this week
- Library and experiments for attacking machine learning in discrete domains☆47Updated 3 years ago
- Python package for creating rule-based explanations for classifiers.☆60Updated 6 years ago
- List of references about Machine Learning bias and ethics☆64Updated 2 years ago
- The Data Linter identifies potential issues (lints) in your ML training data.☆88Updated 8 years ago
- The AI Incident Database seeks to identify, define, and catalog artificial intelligence incidents.☆228Updated last week
- Repo for GIAN fairness course☆54Updated 9 years ago
- ☆135Updated 6 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆119Updated 4 years ago
- Toward ethical, transparent and fair AI/ML: a critical reading list for engineers, designers, and policy makers☆369Updated 7 years ago
- Remove problematic gender bias from word embeddings.☆251Updated 2 years ago
- 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
- FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning☆39Updated last year
- Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰☆98Updated 2 years ago
- Experiments to help discussion on Wikipedia talk pages☆67Updated this week
- Code/figures in Right for the Right Reasons☆57Updated 5 years ago
- A collection of implementations of fair ML algorithms☆12Updated 8 years ago
- See https://meta.wikimedia.org/wiki/Research:Modeling_Talk_Page_Abuse☆150Updated 5 years ago
- ☆28Updated 7 years ago
- An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.☆18Updated 7 years ago