explanations | Topic | Ecosyste.ms: Repos

Topic: "explanations"

TheAlgorithms/Algorithms-Explanation

Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.

Size: 84.2 MB - Last synced at: 7 days ago - Pushed at: 11 months ago - Stars: 3,106 - Forks: 767

SeldonIO/alibi

Algorithms for explaining machine learning models

Language: Python - Size: 30.3 MB - Last synced at: 14 days ago - Pushed at: 22 days ago - Stars: 2,484 - Forks: 255

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

Language: Python - Size: 798 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 1,370 - Forks: 166

praveenpuglia/shadow-dom-in-depth

Everything you need to know about Shadow DOM

Size: 43.9 KB - Last synced at: 26 days ago - Pushed at: almost 3 years ago - Stars: 234 - Forks: 18

PaddlePaddle/InterpretDL

InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。

Language: Python - Size: 31.9 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 231 - Forks: 36

liznerski/fcdd

Repository for the Explainable Deep One-Class Classification paper

Language: Python - Size: 3.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 210 - Forks: 57

mwtarnowski/colmap-parameters

Some information about parameters and options available in COLMAP - SfM & MVS software. https://colmap.github.io

Size: 54.7 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 209 - Forks: 12

altamiracorp/awesome-xai

Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources

Size: 220 KB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 159 - Forks: 14

nishantc1527/Algorithms-Java

A collection of common algorithms and data structures implemented in Java.

Language: Java - Size: 30.5 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 140 - Forks: 16

fhvilshoj/TorchLRP

A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).

Language: Python - Size: 109 MB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 120 - Forks: 26

agitrubard/java-spring-best-practices

A repository dedicated to showcasing best practices in Java and Spring through concise code snippets.

Language: Java - Size: 56.6 KB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 107 - Forks: 11

mertyg/debug-mistakes-cce

Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022

Language: Python - Size: 43.9 MB - Last synced at: 23 days ago - Pushed at: almost 3 years ago - Stars: 75 - Forks: 7

dylan-slack/Fooling-LIME-SHAP

Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)

Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 68 - Forks: 16

wilsonjr/ClusterShapley

Explaining dimensionality results using SHAP values

Language: C++ - Size: 655 KB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 53 - Forks: 6

Jawz84/explainpowershell

PowerShell version of explainshell.com

Language: C# - Size: 816 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 36 - Forks: 2

akarasman/yolo-heatmaps

A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).

Language: Jupyter Notebook - Size: 3.68 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 11

BirkhoffG/Explainable-ML-Papers

A list of research papers of explainable machine learning.

Size: 13.7 KB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 35 - Forks: 3

dmitrykazhdan/MARLeME

General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems

Language: C++ - Size: 215 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 2

visionspacetec/Prust

PUS-C on Rust. This is the entry point for the Prust tools. List of the tools and a Wiki for them.

Size: 227 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 1

ojoaobrito/ExplainablePR

Code repository for the paper "A Deep Adversarial Framework for Visually Explainable Periocular Recognition" - CVPR 2021 Biometrics Workshop

Language: Python - Size: 256 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 16 - Forks: 1

cmu-transparency/aaai-2021-tutorial

Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Zifan Wang

Size: 22.8 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 16 - Forks: 2

devRant-Community/API-Docs

The unofficial devRant API documentation

Language: API Blueprint - Size: 69.3 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 0

jfc43/robust-attribution-regularization

Robust Attribution Regularization

Language: Jupyter Notebook - Size: 1.4 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 0

maxidl/MMD-critic

A PyTorch based implementation of MMD-critic

Language: Python - Size: 593 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 3

mwtarnowski/graphics-and-vision-well-explained

A list of high-quality Computer Graphics & Computer Vision learning resources.

Size: 12.7 KB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 0

LetsUpgrade/Algorithmic-Treasure

Many time, when an interview approaches, candidates start searching for different algorithms in different programming languages for practise. This project aims to build a website which will contain the codes along with the techniques and explanations so that it can be helpful for many

Language: JavaScript - Size: 5.32 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 13

ModelOriented/triplot

Triplot: Instance- and data-level explanations for the groups of correlated features.

Language: R - Size: 54.1 MB - Last synced at: about 13 hours ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 2

RedFox0x20/RedFox32_Old 📦

A self learning exercise in low level system programming (OS and kernel programming) for the x86 architecture.

Language: C - Size: 1.9 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 1

bonaert/explainable_rl

Master thesis work: explaining deep reinforcement learning policies

Language: Jupyter Notebook - Size: 19.5 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

PrajaktaSathe/CPP

Features programs and explanations in C++. You are welcome to contribute here!

Language: C++ - Size: 177 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 20

mhmgad/ExCut

Implementation of ExCut: Explainable Embedding-based Clustering over Knowledge Graphs

Language: Python - Size: 471 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 1

Guliveer/UZ

A collection of assignments I've completed during my studies on the University of Zielona Góra since October 2023

Language: C - Size: 114 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 5 - Forks: 1

jpmorganchase/cf-shap

Counterfactual SHAP: a framework for counterfactual feature importance

Language: HTML - Size: 713 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

JustJie2002/Leetcode

My Leetcode Adventure

Language: C++ - Size: 12.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

orestislampridis/MANIFEST

A human-centric explainable approach for fake news spreading detection on Twitter threads

Language: Python - Size: 60.4 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

Villy-P/Under-the-Hood

All files included in my Youtube series: Under the Hood

Language: C - Size: 7.81 KB - Last synced at: 23 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

ML-KULeuven/ocus-explain

Efficient Explaining CSPs with Unsatisfiable Subset Optimization

Language: Jupyter Notebook - Size: 14 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

jpmorganchase/cf-shap-facct22

Counterfactual Shapley Additive Explanation: Experiments

Language: Jupyter Notebook - Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 3

Memory-1/PythonTutorials

This is my tutorial to help those that want to learn how to code that have no prior experience.

Language: Python - Size: 1.26 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

abhishekakade/terms-in-dev

Terms, Abbreviations, Mnemonics, etc used in Software Development/Engineering.

Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

harshit158/intuitive-shorts

A collection of intuitive explanations and short summaries (hence the name "Intuitive Shorts") of important and interesting ML/NLP concepts

Size: 2.11 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1

TLRKiliann/nextjs14-vishwas

e-commerce skate-shop

Language: TypeScript - Size: 69.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

aldew5/Competitive-Programming

Solutions and explanations for competitive programming problems.

Language: C++ - Size: 560 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

fork123aniket/Model-agnostic-Graph-Explainability-from-Scratch

Implementation of Model-Agnostic Graph Explainability Technique from Scratch in PyTorch

Language: Python - Size: 3.08 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

KDahlgren/orik

A provenance tree generator for recursive Datalog with negation (and Dedalus).

Language: Python - Size: 2.87 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

buronbrarda/madf_with_dprefrules

This project is an implementation of a research line carried out by Matías E. Gandolfo, Martín E. Buron Brarda, Luciano H. Tamargo, and Alejandro J. García, all of them members of the Institute for Computer Science and Engineering (UNS-CONICET), Department of Computer Science & Engineering, Universidad Nacional del Sur, Bahía Blanca, Argentina

Language: Java - Size: 8.67 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0