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: about 8 hours ago - Pushed: 24 days ago - Stars: 2,880 - Forks: 729

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: 4 days ago - Pushed: 4 days ago - Stars: 1 - Forks: 0

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

Language: Python - Size: 798 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 1,327 - Forks: 166

BirkhoffG/Explainable-ML-Papers

A list of research papers of explainable machine learning.

Size: 13.7 KB - Last synced: 2 days ago - Pushed: almost 3 years ago - Stars: 17 - Forks: 2

altamiracorp/awesome-xai

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

Size: 220 KB - Last synced: 1 day ago - Pushed: about 3 years ago - Stars: 120 - Forks: 12

JustJie2002/Leetcode

My Leetcode Adventure

Language: C++ - Size: 256 KB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 3 - Forks: 0

ModelOriented/triplot

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

Language: R - Size: 54.1 MB - Last synced: 10 days ago - Pushed: about 3 years ago - Stars: 9 - Forks: 2

SeldonIO/alibi

Algorithms for explaining machine learning models

Language: Python - Size: 34.7 MB - Last synced: 9 days ago - Pushed: 10 days ago - Stars: 2,289 - Forks: 248

bonaert/explainable_rl

Master thesis work: explaining deep reinforcement learning policies

Language: Jupyter Notebook - Size: 19.5 MB - Last synced: 11 days ago - Pushed: over 3 years ago - Stars: 8 - Forks: 1

praveenpuglia/shadow-dom-in-depth

Everything you need to know about Shadow DOM

Size: 43.9 KB - Last synced: 8 days ago - Pushed: almost 2 years ago - Stars: 229 - Forks: 19

TLRKiliann/nextjs14-vishwas

tutorial

Language: TypeScript - Size: 69.2 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

Francesco-Sovrano/From-Philosophy-to-Interfaces-an-Explanatory-Method-and-a-Tool-Inspired-by-Achinstein-s-Theory-of-E

From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein’s Theory of Explanation

Language: Python - Size: 18.8 MB - Last synced: 17 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 1

Guliveer/UZ

This repo is a collection of all the programming assignments I've completed during my studies on the University of Zielona Góra since October 2023

Language: C - Size: 101 MB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 2 - Forks: 0

swapUniba/food_recsys_bot

A recsys for healthy recipes, integrated into a telegram chatbot and focused on persuasive explanations to encourage users to adopt healthier eating habits.

Language: Python - Size: 18.3 MB - Last synced: 23 days ago - Pushed: 28 days ago - Stars: 0 - Forks: 0

lwachowiak/HRI-Video-Survey-on-Preferred-Robot-Responses

Code and data for the paper "When Do People Want an Explanation?", presented at HRI'24

Language: Jupyter Notebook - Size: 873 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

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: 26 days ago - Pushed: 7 months ago - Stars: 227 - Forks: 37

fhvilshoj/TorchLRP

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

Language: Python - Size: 109 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 110 - Forks: 24

mwtarnowski/graphics-and-vision-well-explained

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

Size: 12.7 KB - Last synced: 1 day ago - Pushed: over 2 years ago - Stars: 8 - Forks: 0

mertyg/debug-mistakes-cce

Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022

Language: Python - Size: 43.9 MB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 71 - Forks: 6

ojoaobrito/ExplainablePR

[Python] 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: 4 months ago - Pushed: about 2 years ago - Stars: 13 - Forks: 1

ML-KULeuven/ocus-explain

Efficient Explaining CSPs with Unsatisfiable Subset Optimization

Language: Jupyter Notebook - Size: 1.28 MB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

aldew5/Competitive-Programming

Solutions and explanations for competitive programming problems.

Language: C++ - Size: 560 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

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: 3 months ago - Pushed: 3 months ago - Stars: 35 - Forks: 11

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: 5 months ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 1

Francesco-Sovrano/YAI4Hu

Language: HTML - Size: 11 MB - Last synced: 17 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

codingXpert/Js-Interview-Question

This repository covers a wide range of JavaScript interview questions, from basic to advanced levels, with detailed explanations for each topic, accompanied by illustrative examples.

Size: 28.3 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

michelecafagna26/vl-shap

[Frontiers in AI Journal] Implementation of the paper "Interpreting Vision and Language Generative Models with Semantic Visual Priors"

Language: Jupyter Notebook - Size: 10.6 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

liznerski/fcdd

Repository for the Explainable Deep One-Class Classification paper

Language: Python - Size: 3.37 MB - Last synced: 6 months ago - Pushed: 8 months ago - Stars: 210 - Forks: 57

wilsonjr/ClusterShapley

Explaining dimensionality results using SHAP values

Language: Jupyter Notebook - Size: 655 KB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 48 - Forks: 3

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: 23 days ago - Pushed: over 3 years ago - Stars: 11 - Forks: 13

Kimeiga/leetcode

My leetcode solutions that I've written

Language: HTML - Size: 43 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

vvviktor/LeetCode_Problems

Мои решения задач LeetCode с описанием алгоритмов.

Language: C++ - Size: 1.46 MB - Last synced: 3 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

dylan-slack/Fooling-LIME-SHAP

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

Language: Jupyter Notebook - Size: 1.06 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 68 - Forks: 16

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: 9 months ago - Pushed: about 3 years ago - Stars: 17 - Forks: 1

arasateser/linked-list-basics

Language: Java - Size: 50.8 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

lezaf/BiasExplain

The project is about providing counterfactual explanations for biased recommendation results. The developed algorithms produce explanations efficiently for the case of random walk-based recommenders. The scenario tested in the experiments is user-movie ratings, but the algorithms can be applied in any user-item interactions scheme.

Language: Jupyter Notebook - Size: 12.3 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

GabrielStofel/Algorithms

This repo was created with the sole purpose of storing various types of Algorithms with easy to understand explanations.

Size: 8.79 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

ramapitecusment/education_php

The code created for educational purposes

Language: JavaScript - Size: 498 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

nishantc1527/Algorithms-Java

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

Language: Java - Size: 30.5 MB - Last synced: 22 days ago - Pushed: over 2 years ago - Stars: 140 - Forks: 16

fonok3/Master-Thesis

Explanations gain more and more attention in the context of explainable systems. This repo contains research about different aspects of explanations and how to integrate them in an existing system.

Language: Jupyter Notebook - Size: 11.8 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

amolgorithm/2023-Jr-CCC-Solutions

Here are the commented code solutions and explanations to each of the problems from the 2023 Junior Canadian Computing Challenge competition. All solutions were created by Amolgorithm.

Language: Python - Size: 0 Bytes - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - 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: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

concealedtea/Coding-Interview-Prep

Leetcode, Algorithms, CTCI

Language: Python - Size: 89.8 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

mwtarnowski/colmap-parameters

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

Size: 44.9 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 29 - Forks: 3

jpmorganchase/cf-shap-facct22

Counterfactual Shapley Additive Explanation: Experiments

Language: Jupyter Notebook - Size: 1.33 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 3

paoloose/adding-without-add

Adding numbers in C++ without the add operator? How??

Language: C++ - Size: 8.79 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

dmitrykazhdan/MARLeME

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

Language: C++ - Size: 215 KB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 18 - Forks: 2

Jawz84/explainpowershell

PowerShell version of explainshell.com

Language: C# - Size: 785 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 25 - Forks: 1

PrajaktaSathe/CPP

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

Language: C++ - Size: 177 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 7 - Forks: 20

cmu-transparency/aaai-2021-tutorial

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

Size: 22.8 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 16 - Forks: 2

harshit158/intuitive-shorts

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

Size: 1.47 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1

maxidl/MMD-critic

A PyTorch based implementation of MMD-critic

Language: Python - Size: 593 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 13 - Forks: 3

jpmorganchase/cf-shap

Counterfactual SHAP: a framework for counterfactual feature importance

Language: HTML - Size: 713 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 2

devRant-Community/API-Docs

The unofficial devRant API documentation

Language: API Blueprint - Size: 69.3 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 16 - Forks: 0

jkendall327/dotnet-explanations

Clear and simple explanations of key .NET topics.

Language: HTML - Size: 562 KB - Last synced: 21 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

mhmgad/ExCut

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

Language: Python - Size: 471 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 7 - Forks: 1

orestislampridis/MANIFEST

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

Language: Python - Size: 60.4 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 0

jfc43/robust-attribution-regularization

Robust Attribution Regularization

Language: Jupyter Notebook - Size: 1.4 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 14 - Forks: 0

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: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

eync/Learning-resources

Well made learning resources and articles.

Size: 73.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 5

charlotte-zhuang/coding-problems

Things related to doing coding problems

Language: Java - Size: 129 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

Xevion/contest

An assortment of contest problems, UIL competition packet problems and more with full solutions or explanations.

Language: Java - Size: 4.2 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

abhishekakade/terms-in-dev

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

Size: 14.6 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 2

aksh0001/Recursion-Problems

List of popular algorithmic recursion questions and solutions for practice dealing with recursive problem structure. With detailed and elaborate explanations.

Language: Java - Size: 24.4 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

AlessandroPerini/MasterThesis

EXPLORER - EXPLanation Oriented query Reverse EngineeRing

Language: Python - Size: 115 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

KDahlgren/orik

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

Language: Python - Size: 2.87 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 2 - Forks: 1