algofairness / BlackBoxAuditingLinks
Research code for auditing and exploring black box machine-learning models.
☆132Updated 2 years ago
Alternatives and similar repositories for BlackBoxAuditing
Users that are interested in BlackBoxAuditing are comparing it to the libraries listed below
Sorting:
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- ☆366Updated 4 years ago
- ☆58Updated 4 years ago
- ☆38Updated last year
- python tools to check recourse in linear classification☆78Updated 4 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 6 years ago
- detect demographic differences in the output of machine learning models or other assessments☆318Updated 5 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆118Updated 4 years ago
- Repo for GIAN fairness course☆54Updated 8 years ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆17Updated 7 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago
- Themis™ is a software fairness tester.☆105Updated 5 years ago
- Learning Certifiably Optimal Rule Lists☆175Updated 3 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆46Updated 4 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
- Experiments for AAAI anchor paper☆63Updated 7 years ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- ☆34Updated 8 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated 2 years ago
- A user interface to interpret machine learning models.☆71Updated 5 years ago
- repository for R library "sbrlmod"☆25Updated last year
- Interpretable ML package designed to explain any machine learning model.☆61Updated 7 years ago
- ☆134Updated 6 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- Repo for the ML_Insights python package☆152Updated 4 months ago
- A visual analytic system for fair data-driven decision making☆25Updated 2 years ago
- An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.☆18Updated 6 years ago
- The Data Linter identifies potential issues (lints) in your ML training data.☆88Updated 7 years ago
- ☆32Updated last year
- Python implementation of R package breakDown☆43Updated 2 years ago