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The Top 23 Explanation Open Source Projects

Open source projects categorized as Explanation
Categories > Explanation
Algorithms Explanation ⭐ 2,765
Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.
most recent commit 3 months ago
Eli5 ⭐ 2,695
A library for debugging/inspecting machine learning classifiers and explaining their predictions
total releases 11most recent commit 2 years ago
Alibi ⭐ 2,257
Algorithms for explaining machine learning models
dependent packages 17total releases 31most recent commit 4 months agopypi alibi} Downloads
My Freecodecamp Code ⭐ 1,545
My code from the bootcamp.
most recent commit 3 years ago
Laravel Schematics ⭐ 1,393
A Laravel package making a diagram of your models, relations and the ability to build them with it
total releases 43most recent commit a year ago
Dalex ⭐ 1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages 24total releases 29most recent commit 7 months ago
Omnixai ⭐ 674
OmniXAI: A Library for eXplainable AI
dependent packages 3total releases 14most recent commit 8 months agopypi omnixai} Downloads
Type Challenges Solutions ⭐ 443
Solutions for the collection of TypeScript type challenges with explanations
most recent commit 7 months ago
Shadow Dom In Depth ⭐ 212
Everything you need to know about Shadow DOM
most recent commit 2 years ago
Fcdd ⭐ 204
Repository for the Explainable Deep One-Class Classification paper
most recent commit 8 months ago
Interpretdl ⭐ 203
InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。
most recent commit 7 months ago
Literate Raytracer ⭐ 163
a literate raytracer in javascript
most recent commit 4 years ago
Algorithms Java ⭐ 139
A collection of common algorithms and data structures implemented in Java.
most recent commit 2 years ago
Visual Attribution ⭐ 117
Pytorch Implementation of recent visual attribution methods for model interpretability
most recent commit 4 years ago
Howurls.work ⭐ 85
Learn how URLs work by visually inspecting their structure.
most recent commit 2 years ago
Cade ⭐ 81
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
most recent commit a year ago
Talktomodel ⭐ 68
TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
most recent commit 9 months ago
Obscurejs ⭐ 59
Code from obscurejavascript.tumblr.com in an easy to download format
most recent commit 4 years ago
Rsa Cryptosystem ⭐ 57
The RSA cryptosystem (How-tos & Implementations)
most recent commit 3 years ago
Odoobooks ⭐ 55
Odoo Best Practices - Online Book
most recent commit 10 months ago
Pages ⭐ 50
Open source library for angular apps to illustrate custom material pages content with steps (ideal for tutorials and explanations purposes)
dependent packages 4total releases 6most recent commit 2 years agonpm @angular-material-extensions/pages} Downloads
Fooling Lime Shap ⭐ 47
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
most recent commit 2 years ago
Clustershapley ⭐ 40
Explaining dimensionality results using SHAP values
total releases 3most recent commit a year ago
The 4 Most Depended On Explanation Open Source Projects
Dalex ⭐ 1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages 24total releases 29latest release January 15, 2023most recent commit 7 months ago
Alibi ⭐ 2,257
Algorithms for explaining machine learning models
dependent packages 17total releases 31latest release July 07, 2023most recent commit 4 months agopypi alibi} Downloads
Omnixai ⭐ 674
OmniXAI: A Library for eXplainable AI
dependent packages 3total releases 14latest release June 10, 2022most recent commit 8 months agopypi omnixai} Downloads
The 10 Latest Releases In Explanation Open Source Projects
Alibi ⭐ 2,257
Algorithms for explaining machine learning models
dependent packages 17total releases 31latest release July 07, 2023most recent commit 4 months agopypi alibi} Downloads
Dalex ⭐ 1,242
moDel Agnostic Language for Exploration and eXplanation
dependent packages 24total releases 29latest release January 15, 2023most recent commit 7 months ago
Omnixai ⭐ 674
OmniXAI: A Library for eXplainable AI
dependent packages 3total releases 14latest release June 10, 2022most recent commit 8 months agopypi omnixai} Downloads
Eli5 ⭐ 2,695
A library for debugging/inspecting machine learning classifiers and explaining their predictions
total releases 11latest release May 14, 2022most recent commit 2 years ago
Explainy ⭐ 16
explainy is a Python library for generating machine learning model explanations for humans
total releases 12latest release November 12, 2021most recent commit 4 months ago
Clustershapley ⭐ 40
Explaining dimensionality results using SHAP values
total releases 3latest release May 30, 2021most recent commit a year ago
Elih ⭐ 6
ELIH: Explain Machine Learning predictions like I'm a human
total releases 4latest release June 15, 2018most recent commit 6 years ago
Thinksharp.featuretour ⭐ 15
FeatureTour - Enhance your WPF applications with interactive tutorials!
total releases 7latest release September 07, 2017most recent commit 6 years ago
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