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
- ☆57Updated 4 years ago
- Repo for GIAN fairness course☆54Updated 8 years ago
- ☆38Updated last year
- Python code for training fair logistic regression classifiers.☆189Updated 3 years ago
- A library that implements fairness-aware machine learning algorithms☆124Updated 4 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 4 years ago
- python tools to check recourse in linear classification☆76Updated 4 years ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆17Updated 7 years ago
- Interpretable ML package designed to explain any machine learning model.☆61Updated 6 years ago
- ☆32Updated last year
- ☆9Updated 4 years ago
- ☆40Updated 8 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 5 years ago
- Supervised Local Modeling for Interpretability☆29Updated 6 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆117Updated 4 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
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Updated 2 years ago
- Themis™ is a software fairness tester.☆104Updated 4 years ago
- field experiments tutorial☆27Updated 11 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- Python solver for mixed-effects models☆97Updated 3 weeks ago
- This contains materials for the word embeddings workshop☆127Updated 7 years ago
- Bayesian machine learning in Python☆76Updated 9 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated 2 years ago
- simple customizable risk scores in python☆137Updated last year
- Reading history for Fair ML Reading Group in Melbourne☆36Updated 3 years ago
- Experiments for AAAI anchor paper☆63Updated 7 years ago
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Updated 9 years ago
- Revealing mesocale structures of time-varying networks through non-negative tensor factorization☆45Updated 10 years ago