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Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Created 2017-05-31
244 commits to master branch, last one 18 days ago
252
2.4k
other
58
Algorithms for explaining machine learning models
Created 2019-02-26
663 commits to master branch, last one 5 months ago
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Created 2019-10-30
1,373 commits to master branch, last one 4 months ago
307
1.6k
apache-2.0
56
Interpretability and explainability of data and machine learning models
Created 2019-07-11
602 commits to master branch, last one 3 months ago
A collection of research materials on explainable AI/ML
Created 2020-02-16
438 commits to master branch, last one 9 days ago
188
1.4k
mit
19
Generate Diverse Counterfactual Explanations for any machine learning model.
Created 2019-05-02
779 commits to main branch, last one 6 months ago
✨ AI-powered coding, seamlessly in Neovim. Supports Anthropic, Copilot, Gemini, Ollama, OpenAI and xAI LLMs
Created 2023-12-27
1,053 commits to main branch, last one 11 hours ago
This repository has no description...
Created 2017-12-27
86 commits to master branch, last one 4 years ago
138
820
unknown
57
Interesting resources related to XAI (Explainable Artificial Intelligence)
Created 2018-10-17
195 commits to master branch, last one 2 years ago
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Created 2018-03-14
169 commits to master branch, last one about a year ago
Papers about explainability of GNNs
Created 2021-11-01
281 commits to main branch, last one 21 days ago
52
641
other
12
👋 Xplique is a Neural Networks Explainability Toolbox
Created 2020-04-05
520 commits to master branch, last one 29 days ago
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
Created 2021-03-18
1,777 commits to main branch, last one 13 days ago
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms...
Created 2020-06-16
192 commits to master branch, last one 2 months ago
A Discord LLM chat bot that supports any OpenAI compatible API (OpenAI, xAI, Mistral, Groq, OpenRouter, ollama, LM Studio and more)
Created 2023-05-08
314 commits to main branch, last one 17 hours ago
A curated list of awesome Fairness in AI resources
Created 2019-10-15
38 commits to master branch, last one 4 years ago
27
239
apache-2.0
11
Visualization tool for Graph Neural Networks
Created 2021-08-30
36 commits to main branch, last one 2 years ago
62
225
mit
10
Repository for the Explainable Deep One-Class Classification paper
Created 2020-07-05
40 commits to master branch, last one about a year ago
32
198
other
15
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
Created 2020-11-10
232 commits to master branch, last one 7 months ago
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
Created 2022-09-09
151 commits to main branch, last one about a year ago
39
181
unknown
18
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
Created 2018-09-05
463 commits to master branch, last one about a year ago
26
160
mit
6
Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.
Created 2022-10-04
346 commits to master branch, last one a day ago