Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
☆188May 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☆1,640Mar 7, 2026Updated 2 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.☆63Oct 21, 2020Updated 5 years ago
- A curated list of awesome inspectIT documentations and resources.☆25Dec 6, 2020Updated 5 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A curated list of resources dedicated to Natural Language Generation (NLG)☆480Sep 3, 2023Updated 2 years ago
- A collection of awesome Refinery CMS extensions, resources and shiny things.☆36Apr 7, 2016Updated 10 years ago
- A curated list of delightful Conversational AI resources.☆292Jan 23, 2022Updated 4 years ago
- A curated list of research, applications and projects built using the H2O Machine Learning platform☆389May 18, 2023Updated 3 years ago
- ✨ A report of the most important NLP highlights (A Yearly Report - 2018, 2019)☆16May 18, 2020Updated 6 years ago
- A curated list of awesome responsible machine learning resources.☆4,034Updated this week
- A curated list of algorithms and papers for auditing black-box algorithms.☆115Mar 11, 2026Updated 2 months ago
- 😎 Awesome lists about Internationalization & localization stuff. l10n, g11n, m17n, i18n. Translations! 🌎🌍☆184Jan 18, 2026Updated 4 months ago
- A collection of awesome resources for Splunk☆158Sep 11, 2020Updated 5 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.
- curated list of awesome resources, pointers, and tips related to veganism☆83Feb 26, 2026Updated 3 months ago
- A curated list of awesome {Less}☆66Aug 16, 2022Updated 3 years ago
- AutoML 2024: HPOD: Hyperparameter Optimization for Unsupervised Outlier Detection☆13Jul 12, 2024Updated last year
- A project for implementing ML and NLP papers☆13May 22, 2020Updated 6 years ago
- This repository is all about papers and tools of Explainable AI☆36Dec 20, 2019Updated 6 years ago
- A curated list of awesome SNMP libraries, tools, and other resources.☆183Mar 30, 2026Updated 2 months ago
- COGS 108 Final Projects (Spring 2020) - Data Science in Practice by Prof. Shannon Ellis☆12Aug 12, 2020Updated 5 years ago
- ☆10May 19, 2024Updated 2 years ago
- A curated list of awesome cytodata resources☆91Nov 15, 2023Updated 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.
- 📗Resources to dive into the world of social enterprises 🌼☆139Dec 23, 2024Updated last year
- 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 awesome human-centered AI resources.☆47Apr 14, 2022Updated 4 years ago
- A curated list of awesome Real Time Communications resources☆482May 18, 2026Updated last week
- 😎 A curated list of the Question Answering (QA)☆767Jan 13, 2022Updated 4 years ago
- Useful resources for the Frege programming language☆32Sep 11, 2021Updated 4 years ago
- A PyTorch implementation of "Self-Supervised GNN that Jointly Learns to Augment" or "Jointly Learnable Data Augmentations for Self-Superv…☆13Dec 13, 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A curated list of awesome creative tech events from around the world☆201Feb 3, 2023Updated 3 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 5 years ago
- ☆14Aug 16, 2022Updated 3 years ago
- Spatial Econometric Interaction Models in R.☆14Nov 8, 2023Updated 2 years ago
- 👻 A curated list of awesome VLC and LibVLC resources.☆276Mar 18, 2026Updated 2 months ago
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,351Mar 26, 2024Updated 2 years ago