socialfoundations / folktablesLinks
Datasets derived from US census data
☆268Updated 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.☆189Updated 3 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆54Updated 7 years ago
- Achieve error-rate fairness between societal groups for any score-based classifier.☆19Updated last year
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- library for fair auditing and learning of classifiers with respect to rich subgroup fairness.☆32Updated 5 years ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- Fair Empirical Risk Minimization (FERM)☆37Updated 4 years ago
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Updated 5 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆247Updated 11 months ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆83Updated 2 years ago
- Fairness toolkit for pytorch, scikit learn and autogluon☆32Updated 8 months ago
- python tools to check recourse in linear classification☆77Updated 4 years ago
- ☆315Updated 2 years ago
- A curated list of awesome Fairness in AI resources☆326Updated last year
- Hands-on tutorial on ML Fairness☆72Updated 2 years ago
- A toolbox for differentially private data generation☆132Updated 2 years ago
- LOcal Rule-based Exlanations☆51Updated last year
- ☆20Updated 6 years ago
- FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.☆14Updated last year
- A benchmark for distribution shift in tabular data☆55Updated last year
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆244Updated 2 years ago
- This is a collection of papers and other resources related to fairness.☆95Updated 2 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆135Updated 3 months ago
- Learning Adversarially Fair and Transferable Representations☆55Updated 6 years ago
- An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"☆103Updated last week
- A fairness library in PyTorch.☆29Updated last year
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆291Updated last year
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆17Updated last year
- 💡 Adversarial attacks on explanations and how to defend them☆323Updated 8 months ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆275Updated last year