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Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.
Created
2017-09-29
317 commits to master branch, last one 10 months ago
Algorithms for explaining machine learning models
Created
2019-02-26
668 commits to master branch, last one 2 months ago
moDel Agnostic Language for Exploration and eXplanation
Created
2018-02-18
687 commits to master branch, last one 4 months ago
InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。
Created
2020-06-22
492 commits to master branch, last one 5 months ago
Everything you need to know about Shadow DOM
Created
2017-12-20
21 commits to master branch, last one 2 years ago
Repository for the Explainable Deep One-Class Classification paper
Created
2020-07-05
40 commits to master branch, last one about a year ago
Some information about parameters and options available in COLMAP - SfM & MVS software. https://colmap.github.io
Created
2021-10-06
6 commits to main branch, last one about a year ago
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
Created
2021-03-02
64 commits to main branch, last one 3 years ago
A collection of common algorithms and data structures implemented in Java.
Created
2020-04-20
375 commits to master branch, last one 3 years ago
A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
Created
2020-09-02
48 commits to master branch, last one 3 years ago
A repository dedicated to showcasing best practices in Java and Spring through concise code snippets.
Created
2024-06-01
34 commits to main branch, last one about a month ago
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
Created
2019-11-09
94 commits to master branch, last one 4 years ago
Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022
Created
2022-05-30
5 commits to main branch, last one 2 years ago
Explaining dimensionality results using SHAP values
Created
2021-05-12
15 commits to master branch, last one 25 days ago
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
Created
2022-04-06
14 commits to master branch, last one 12 months ago
PowerShell version of explainshell.com
Created
2021-01-10
582 commits to main branch, last one 2 years ago