socialfoundations / folktablesLinks
Datasets derived from US census data
☆273Updated last year
Alternatives and similar repositories for folktables
Users that are interested in folktables are comparing it to the libraries listed below
Sorting:
- Python code for training fair logistic regression classifiers.☆192Updated 3 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆56Updated 7 years ago
- Achieve error-rate fairness between societal groups for any score-based classifier.☆19Updated 3 months ago
- Comparing fairness-aware machine learning techniques.☆160Updated 2 years ago
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Updated 5 years ago
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- library for fair auditing and learning of classifiers with respect to rich subgroup fairness.☆32Updated 6 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆252Updated last year
- Fair Empirical Risk Minimization (FERM)☆37Updated 5 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆85Updated 3 years ago
- A curated list of awesome Fairness in AI resources☆329Updated 2 years ago
- python tools to check recourse in linear classification☆77Updated 4 years ago
- Hands-on tutorial on ML Fairness☆74Updated 2 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆140Updated 3 months ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆297Updated 2 years ago
- ☆316Updated 2 years ago
- LOcal Rule-based Exlanations☆54Updated 2 years ago
- 💡 Adversarial attacks on explanations and how to defend them☆330Updated last year
- This is a collection of papers and other resources related to fairness.☆94Updated last month
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆77Updated 3 years ago
- A toolbox for differentially private data generation☆130Updated 2 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆254Updated 2 years ago
- Learning Adversarially Fair and Transferable Representations☆56Updated 7 years ago
- For calculating global feature importance using Shapley values.☆280Updated last week
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆18Updated 2 years ago
- Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty i…☆267Updated 2 months ago
- FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.☆14Updated 2 years ago
- A python library to discover and mitigate biases in machine learning models and datasets☆20Updated 2 years ago
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆109Updated 2 weeks ago
- ☆36Updated 2 years ago