stefanoteso / caipiLinks
CAIPI turns LIMEs into trust!
☆12Updated 5 years ago
Alternatives and similar repositories for caipi
Users that are interested in caipi are comparing it to the libraries listed below
Sorting:
- Datasets derived from US census data☆276Updated last year
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆55Updated 7 years ago
- python tools to check recourse in linear classification☆76Updated 5 years ago
- ☆20Updated 6 years ago
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆19Updated 2 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆84Updated 3 years ago
- All about explainable AI, algorithmic fairness and more☆110Updated 2 years ago
- Python code for training fair logistic regression classifiers.☆191Updated 4 years ago
- Library for statistical testing and comparison of algorithm results☆16Updated 7 months ago
- A python library to discover and mitigate biases in machine learning models and datasets☆20Updated 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…☆255Updated 3 years ago
- List of relevant resources for machine learning from explanatory supervision☆162Updated 6 months ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆252Updated last year
- Minimal template for a Python library project☆11Updated 3 years ago
- Enabling easy statistical significance testing for deep neural networks.☆339Updated last year
- Achieve error-rate fairness between societal groups for any score-based classifier.☆19Updated 5 months ago
- CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox☆47Updated 8 months ago
- Fair Empirical Risk Minimization (FERM)☆37Updated 5 years ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆298Updated 2 years ago
- Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human…☆75Updated 3 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆77Updated 3 years ago
- Materials of the Nordic Probabilistic AI School 2021.☆93Updated 4 years ago
- Comparing fairness-aware machine learning techniques.☆161Updated 3 years ago
- ☆15Updated last year
- Code/figures in Right for the Right Reasons☆57Updated 5 years ago
- Scoring Lists – a probabilistic & incremental extension to Scoring Systems☆18Updated 3 weeks ago
- LOcal Rule-based Exlanations☆54Updated 2 years ago
- Public home of pycorels, the python binding to CORELS☆79Updated 5 years ago
- Fairness toolkit for pytorch, scikit learn and autogluon☆33Updated 2 months ago