giorgiovisani / lime_stabilityLinks
☆33Updated last year
Alternatives and similar repositories for lime_stability
Users that are interested in lime_stability are comparing it to the libraries listed below
Sorting:
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆83Updated 2 years ago
- Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human…☆74Updated 2 years ago
- All about explainable AI, algorithmic fairness and more☆110Updated last year
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆247Updated last year
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆292Updated last year
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆220Updated 2 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated 2 years ago
- Responsible AI knowledge base☆105Updated 2 years ago
- Explainable AI with Python, published by Packt☆164Updated 2 years ago
- 💡 Adversarial attacks on explanations and how to defend them☆325Updated 9 months ago
- GEBI: Global Explanations for Bias Identification. Open source code for discovering bias in data with skin lesion dataset☆18Updated 3 years ago
- XAI-Bench is a library for benchmarking feature attribution explainability techniques☆69Updated 2 years ago
- A Natural Language Interface to Explainable Boosting Machines☆68Updated last year
- CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox☆45Updated 3 months ago
- ☆18Updated 2 years ago
- PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in…☆135Updated 6 months ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆74Updated 3 years ago
- TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!☆121Updated 2 years ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results o…☆28Updated 2 years ago
- bayesian lime☆17Updated last year
- Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty i…☆265Updated 3 months ago
- Neural Additive Models (Google Research)☆28Updated last year
- A lightweight implementation of removal-based explanations for ML models.☆58Updated 4 years ago
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆621Updated last month
- Rule Extraction Methods for Interactive eXplainability☆47Updated 3 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 6 years ago
- ☆205Updated 4 years ago
- Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/☆78Updated last year
- Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs☆45Updated 2 years ago