☆917Mar 19, 2023Updated 3 years ago
Alternatives and similar repositories for awesome-interpretable-machine-learning
Users that are interested in awesome-interpretable-machine-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of awesome responsible machine learning resources.☆4,016Mar 16, 2026Updated last month
- Interesting resources related to XAI (Explainable Artificial Intelligence)☆854May 31, 2022Updated 3 years ago
- H2O.ai Machine Learning Interpretability Resources☆492Dec 12, 2020Updated 5 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆681Jun 17, 2024Updated last year
- All about explainable AI, algorithmic fairness and more☆110Sep 24, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Fit interpretable models. Explain blackbox machine learning.☆6,840Updated this week
- XAI - An eXplainability toolbox for machine learning☆1,233Nov 29, 2025Updated 5 months ago
- Book about interpretable machine learning☆5,281Jan 15, 2026Updated 3 months ago
- A curated list for interpretable machine learning☆18Jan 4, 2019Updated 7 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆29Jul 13, 2019Updated 6 years ago
- A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also in…☆758Aug 25, 2020Updated 5 years ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,703Feb 6, 2023Updated 3 years ago
- moDel Agnostic Language for Exploration and eXplanation☆1,466Jan 20, 2026Updated 3 months ago
- Interpretability and explainability of data and machine learning models☆1,775Mar 18, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Lime: Explaining the predictions of any machine learning classifier☆12,127Jul 25, 2024Updated last year
- A collection of research materials on explainable AI/ML☆1,632Mar 7, 2026Updated last month
- Interpretable ML package designed to explain any machine learning model.☆61Aug 1, 2018Updated 7 years ago
- 💡 Adversarial attacks on explanations and how to defend them☆334Nov 30, 2024Updated last year
- Guidelines for the responsible use of explainable AI and machine learning.☆17Jan 30, 2023Updated 3 years ago
- A game theoretic approach to explain the output of any machine learning model.☆25,355Updated this week
- Model interpretability and understanding for PyTorch☆5,614Apr 24, 2026Updated last week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,777Apr 8, 2026Updated 3 weeks ago
- Algorithms for explaining machine learning models☆2,630Oct 17, 2025Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for "High-Precision Model-Agnostic Explanations" paper☆813Jul 19, 2022Updated 3 years ago
- A toolbox to iNNvestigate neural networks' predictions!☆1,307Apr 11, 2025Updated last year
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,508Jul 13, 2025Updated 9 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,398Feb 19, 2025Updated last year
- Showing the relationship between ImageNet ID and labels and pytorch pre-trained model output ID and labels☆10Oct 11, 2020Updated 5 years ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆77Mar 26, 2022Updated 4 years ago
- The Natural Language Decathlon: A Multitask Challenge for NLP☆2,340May 1, 2025Updated last year
- An open source python library for automated feature engineering☆7,630Feb 3, 2026Updated 2 months ago
- ☆262Dec 10, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- python partial dependence plot toolbox☆862Sep 3, 2024Updated last year
- 深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)☆766Apr 8, 2024Updated 2 years ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,159Updated this week
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,586Updated this week
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,086Apr 26, 2026Updated last week
- Pytorch Implementation of recent visual attribution methods for model interpretability☆146Feb 27, 2020Updated 6 years ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,101Apr 13, 2026Updated 2 weeks ago