Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
☆191May 4, 2021Updated 5 years ago
Alternatives and similar repositories for awesome-xai
Users that are interested in awesome-xai 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 collection of research materials on explainable AI/ML☆1,651Mar 7, 2026Updated 4 months ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆78Mar 26, 2022Updated 4 years ago
- A curated list of awesome ponyfills for writing cross-platform and cross-browser code.☆66Oct 21, 2020Updated 5 years ago
- A curated list of awesome inspectIT documentations and resources.☆26Dec 6, 2020Updated 5 years ago
- A curated list of awesome Qlik extensions and resources for Qlik Sense and QlikView☆77Nov 15, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A curated list of awesome Gideros resources, classes and tips.☆37Oct 7, 2019Updated 6 years ago
- This repository provides a summarization of recent empirical studies/human studies that measure human understanding with machine explanat…☆14Jul 24, 2024Updated last year
- Guidelines for the responsible use of explainable AI and machine learning.☆17Jan 30, 2023Updated 3 years ago
- Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js☆187Jul 12, 2025Updated 11 months ago
- A curated list of delightful Conversational AI resources.☆299Jan 23, 2022Updated 4 years ago
- A curated list of awesome responsible machine learning resources.☆4,047Jun 3, 2026Updated last month
- A curated list of algorithms and papers for auditing black-box algorithms.☆120Jun 17, 2026Updated 3 weeks ago
- This repository is a curated collection of information (keywords, papers, libraries, books, etc.) about counterfactual explanations🙃 Con…☆24Oct 27, 2022Updated 3 years ago
- A curated list of awesome {Less}☆68Aug 16, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A project for implementing ML and NLP papers☆13May 22, 2020Updated 6 years ago
- Curated list of Theravada Buddhist teachings.☆167Jul 13, 2023Updated 2 years ago
- This repository is all about papers and tools of Explainable AI☆37Dec 20, 2019Updated 6 years ago
- A curated list of awesome SNMP libraries, tools, and other resources.☆187Mar 30, 2026Updated 3 months ago
- COGS 108 Final Projects (Spring 2020) - Data Science in Practice by Prof. Shannon Ellis☆12Aug 12, 2020Updated 5 years ago
- 📗Resources to dive into the world of social enterprises 🌼☆144Dec 23, 2024Updated last year
- Curated list of resources to help you get started with Data Science☆781Jun 7, 2024Updated 2 years ago
- Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification☆96Feb 1, 2024Updated 2 years ago
- 😎 A curated list of the Question Answering (QA)☆769Jan 13, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source Code for "Dual-Level Knowledge Distillation via Knowledge Alignment and Correlation", TNNLS, https://ieeexplore.ieee.org/abstract/…☆12Dec 21, 2022Updated 3 years ago
- Useful resources for the Frege programming language☆33Sep 11, 2021Updated 4 years ago
- Detailed notes and code to learn machine learning with Apache Spark.☆12Sep 24, 2018Updated 7 years ago
- Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation☆67Feb 14, 2022Updated 4 years ago
- Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"☆35Apr 23, 2024Updated 2 years ago
- Detect model's attention☆176Jul 2, 2020Updated 6 years ago
- bosonic quantum circuits☆19Jul 13, 2025Updated 11 months ago
- Spatial Econometric Interaction Models in R.☆14Nov 8, 2023Updated 2 years ago
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,360Mar 26, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- A curated list of awesome DTrace books, articles, videos, tools and resources.☆164Jul 21, 2017Updated 8 years ago
- Awesome lists of useful Sitecore tools, extensions and GitHub repositories☆84Sep 26, 2025Updated 9 months ago
- A Curated List of Awesome Ethereum Resources☆361Jul 12, 2024Updated last year
- Source code for paper Conservative Uncertainty Estimation By Fitting Prior Networks (ICLR 2020)☆22Nov 28, 2022Updated 3 years ago
- Protection of natural persons with regard to the processing of personal data and on the free movement of such data.☆255May 31, 2026Updated last month
- ☆917Mar 19, 2023Updated 3 years ago