An open API service indexing awesome lists of open source software.

"data-mining" Awesome Lists

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

30,197 stars
6,675 forks
987 projects

Last updated: 17 Oct 2026

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome awesome-list data-mining deep-learning explainability interpretability large-scale-machine-learning large-scale-ml machine-learning machine-learning-operations

21,020 stars
2,695 forks
528 projects

Last updated: 20 Oct 2026

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

awesome-list cyber-security data-mining machine-learning

9,490 stars
1,953 forks
164 projects

Last updated: 17 Oct 2026

awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

anomaly-detection awesome-list data-analysis data-mining machine-learning outlier-detection temporal-data time-series

3,165 stars
462 forks
55 projects

Last updated: 20 Sep 2026

Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

artificial-intelligence awesome computer-vision data-mining database deep-learning efficiency federated-learning federated-learning-framework graph

2,018 stars
223 forks
4,527 projects

Last updated: 11 Oct 2026

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

churn classification classifier credit-card-fraud credit-card-fraud-detection credit-card-validation credit-scoring data-mining data-science deep-learning

1,836 stars
329 forks
225 projects

Last updated: 29 Sep 2026

awesome-AI-books

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

ai algorithms artificial-intelligence books data-mining deep-learning learning machine-learning mathematics pdf

1,817 stars
397 forks
146 projects

Last updated: 25 Sep 2026

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

anomalydetection awesome awesome-list changepoint-detection classification data-mining deep-learning forecasting machine-learning missing-data

1,634 stars
145 forks
563 projects

Last updated: 26 Oct 2026

game-datasets

:video_game: A curated list of awesome game datasets, and tools to artificial intelligence in games

artificial-intelligence awesome awesome-game awesome-list data-mining database dataset game games

1,134 stars
93 forks
192 projects

Last updated: 11 Oct 2026

Awesome-Deep-Graph-Clustering

[IEEE T-KDE 2026] Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering

1,025 stars
156 forks
311 projects

Last updated: 13 Oct 2026

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

adversarial-attacks adversarial-machine-learning awesome-list data-mining deep-learning graph-algorithms graph-attack graph-data literature-review machine-learning

861 stars
132 forks
314 projects

Last updated: 25 Aug 2026

data-science-with-ruby

Practical Data Science with Ruby based tools.

awesome awesome-list data-analysis data-analytics data-mining data-science data-visualization list ruby rubydatascience

721 stars
50 forks
101 projects

Last updated: 20 Sep 2026

text_mining_resources

Resources for learning about Text Mining and Natural Language Processing

awesome awesome-list data-mining list machine-learning natural-language-processing nlp nlp-machine-learning sentiment-analysis text-analysis

599 stars
197 forks
528 projects

Last updated: 31 Aug 2026

Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

awesome community-detection data-mining deep-learning deep-neural-network graph-clustering graph-embedding graph-neural-network graph-neural-networks network-embedding

564 stars
93 forks
164 projects

Last updated: 21 Aug 2026

awesome-time-series-segmentation-papers

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

anomaly-detection awesome awesome-list change-point-detection data-mining data-science dataset deep-learning machine-learning motion-capture

547 stars
14 forks
136 projects

Last updated: 18 Sep 2026

awesome_imputation

Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute incomplete time series containing NaN missing values/data

benchmark data-mining deep-learning imputation incomplete-time-series interpolation irregular-time-series machine-learning missing-data missing-values

429 stars
46 forks
123 projects

Last updated: 11 Oct 2026

awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

auto-ml awesome awesome-list cv data-analysis data-mining data-science data-visualization deep-learning fintech

224 stars
31 forks
1,884 projects

Last updated: 20 Jul 2026

awesome-AI-tutorials-surveys

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

ai artificial-intelligence awesome computer-vision data-mining data-science deep-learning machine-learning natural-language-processing review

169 stars
19 forks
134 projects

Last updated: 14 Sep 2026

awesome-multivariate-time-series-anomaly-detection-algorithms

This repository contains a reading list of papers on multivariate time series anomaly detection. This repository is still being continuously improved.

anomaly-detection anomaly-detection-algorithm awesome awesome-list data-mining data-science dataset deep-learning fault-diagnosis machine-learning

81 stars
14 forks
144 projects

Last updated: 04 Aug 2026

awesome-time-series-analysis

📖 A curated list of awesome time-series papers, benchmarks, datasets, tutorials. (WIP)

anomaly-detection change-point-detection classification clustering data-mining forecasting imputation llm machine-learning segmentation

67 stars
9 forks
120 projects

Last updated: 14 Aug 2026

Road2R

A curated list of amazingly awesome R libraries, resources and package collection.

awesome-list cran data-analysis data-mining data-science data-visualization r

38 stars
17 forks
289 projects

Last updated: 18 Sep 2026

awesome-data-science

Laundry List of Data Science / ML /AI resources available online

artificial-intelligence blog cnn data data-mining data-science deep-learning deep-neural-networks documentation machine-learning

16 stars
7 forks
93 projects

Last updated: 22 Jul 2026

fucking-awesome-datascience

📝 An awesome Data Science repository to learn and apply for real world problems. With repository stars⭐ and forks🍴

analytics awesome awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning

14 stars
3 forks
248 projects

Last updated: 04 Oct 2026

awesome-web-scraping

A curated list of web scraping tools, libraries, and resources.

apify data-mining scraper scraping self-hosted webscraping

2 stars
1 forks
43 projects

Last updated: 17 Feb 2026

awesome-mac

🍏 Discover the best Mac apps, tools, and resources to boost your productivity and streamline your workflow.

application awesome awesome-mac data-mining desktop-apps interpretable-machine-learning interpretable-ml ml-operations ml-ops mlops

2 stars
0 forks
860 projects

Last updated: 10 Jun 2026

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awesome-list 4,361 awesome 3,811 machine-learning 489 list 445 awesome-lists 417 deep-learning 402 resources 355 llm 342 ai 328 python 230 hacktoberfest 229 ai-agents 209 lists 204 javascript 198 artificial-intelligence 192 security 182 curated-list 169 open-source 156 programming 153 computer-vision 148 large-language-models 145 mcp 144 blockchain 143 nlp 126 tools 124 chatgpt 115 developer-tools 114 data-science 112 react 107 android 96 natural-language-processing 91 awesome-readme 91 ai-tools 90 claude-code 89 learning 89 generative-ai 88 devops 87 linux 87 cybersecurity 85 awesome-resources 83 ios 82 reinforcement-learning 82 papers 82 openai 80 ethereum 76 robotics 76 css 71 rust 69 nodejs 67 computer-science 66 prompt-engineering 65 kubernetes 65 survey 65 claude 65 agent-skills 64 agent 64 agentic-ai 63 macos 63 collection 62 datasets 61 playground 61 automation 61 golang 60 java 60 game-development 60 free-resources 59 getvm 57 php 56 hacking 56 design 55 web3 54 privacy 54 swift 53 bitcoin 52 education 52 tutorial 52 frontend 51 go 51 typescript 51 dataset 50 llms 50 gpt 50 paper 50 free 50 security-tools 50 productivity 49 research 49 agents 49 web 49 books 47 diffusion-models 47 tutorials 46 github 46 deep-neural-networks 46 rag 45 development 45 paper-list 45 plugins 43 skills 43 open-data 43 api 42 data-visualization 42 gamedev 41 docker 41 opensource 41 documentation 41 cryptocurrency 41 vue 41 anthropic 41 model-context-protocol 40 html 40 cloud 40 community 39 data 39 software 39 self-hosted 39 database 38 ml 38 deepseek 38 prompts 37 saas 36 multimodal 36 neural-network 36 cpp 36 video-generation 35 game 35 ai-agent 35 collections 35 iot 34 labex 34 hands-on 34 cli 34 exercises 33 reactjs 33 testing 33 software-engineering 33 video 33 algorithms 33 hardware 32 pentesting 32 reverse-engineering 32 graph-neural-networks 32 marketing 32 flutter 32 dotnet 32 courses 32 web-development 31 games 31 solidity 31 mlops 31 framework 31 react-native 31 codex 31 ruby 30 projects 30 gemini 30 image-generation 30 llm-agents 30 transformer 30 bioinformatics 30 aws 30 defi 30 penetration-testing 30 crypto 29 csharp 29 best-practices 29 libraries 29 openclaw 29 windows 29 architecture 29 knowledge-graph 29 learning-resources 28 object-detection 28 pytorch 28 cryptography 28 git 27 links 27 chinese 27 slam 27 osint 27 music 27 tensorflow 27 cursor 27 microsoft 27 foundation-models 27 jev 26 vibe-coding 26 self-supervised-learning 26 seo 26 angular 26 smart-contracts 26 jobs 26 data-analysis 26 interview 26 ui 26 claude-skills 26 autonomous-agents 26 mobile 25 infosec 25 chatbot 25 mcp-server 25 data-mining 25 time-series 25 neural-networks 25 library 25 3d 25 markdown 25 text-to-image 24 nextjs 24 text-to-video 24 roadmap 24 embedded 24 startup 24 science 24 computer-graphics 24 startups 24 deepseek-harness 24 awsome-list 24 audio 23 python3 23 unity 23 kotlin 23 mathematics 23 django 23 segmentation 23 dsh 23 reasoning 23 awesomeness 23 mcp-servers 23 autonomous-driving 23 apple 23 serverless 23 programming-language 22 devsecops 22 embodied-ai 22 llama 22 apps 22 game-engine 22 c 22 langchain 22 cloud-computing 22 federated-learning 22 networking 22 benchmark 21 terminal 21 coding 21 graph 21 visualization 21 awsome 21 gpt-3 21 deeplearning 21 hacktoberfest-accepted 21 sql 21 software-development 21 finance 21 optimization 21 blog 21 ai-coding 21 gis 21 monitoring 21 stable-diffusion 21 dsh-plugin 21 azure 21 website 20 r 20 multi-agent 20 decentralized 20 blogs 20 opendata 20 remote-sensing 20 transformers 20 youtube 20 engineering 20 telegram 19 raspberry-pi 19 js 19 representation-learning 19 generative-art 19 graphql 19 curated 19 ai-safety 19 gpt-4 19 cheatsheet 19 vlm 19 statistics 19 guidelines 18 machinelearning 18 backend 18 prompt 18 cloud-native 18 bash 18 front-end 18 software-libre 18 swiftui 18 bugbounty 18 large-language-model 18 ai-video 18 code 18 data-structures 17 performance 17 ai-security 17 quantization 17 mllm 17 pentest 17 foss 17 containers 17 animation 17 analytics 17 language 17 knowledge 17 system-one 17 autonomous-vehicles 17 aigc 17 nerf 17 command-line 17 image-processing 17 webgl 17 speech-recognition 17 distributed-systems 16 copilot 16 coding-agents 16 anomaly-detection 16 android-development 16 big-data 16 videos 16 vscode 16 dart 16 technology 16 awesome-ai 16 algorithm 16 memory 16 readme 16 classification 16 selfhosted 16 ros 16 malware-analysis 16 articles 16 spain 16 ecommerce 16 data-engineering 16 solana 16 microservices 16 reddit 16 datos-abiertos 16 llmops 16 generative-model 16 medical-imaging 16 pose-estimation 16 diffusion 16 laravel 16 espana 16 bert 16 code-generation 15 leetcode 15 free-software 15 multimodal-large-language-models 15 ctf 15 typesafe-ai 15 trading 15 github-actions 15 vuejs 15 llm-security 15 mac 15 npm 15 evm 15 resource 15 system-design 15 beginner-friendly 15 recommender-system 15 multimodal-deep-learning 15 detection 15 interview-questions 14 students 14 gaming 14 transfer-learning 14 gan 14 android-library 14 sysadmin 14 objective-c 14 language-model 14 xai 14 observability 14 generative-adversarial-network 14 dotnet-core 14 mysql 14 cms 14 art 14 wasm 14 multimodal-learning 14 workflow 14 graphics 14 node 14 react-components 14 podcast 14 vector-database 14 bug-bounty 14 yolo 14 p2p 14 evaluation 14 vision-language-model 14 knowledge-base 14 webassembly 14 llm-tools 14 multi-agent-systems 14 planning 14 3d-graphics 14 oss 14 typesafe 14 static-analysis 14 speech-to-text 13 ui-design 13 continual-learning 13 icons 13 few-shot-learning 13 dapp 13 deep-reinforcement-learning 13 guide 13 wordpress 13 pwa 13 sre 13 semantic-segmentation 13 microservice 13 directory 13 discord 13 unicorns 13 databases 13 compliance 13 programming-languages 13 simulation 13 developer 13 rl 13 search 13 ai-art 13 neuroscience 13 open-science 13 healthcare 13 storage 13 time-series-analysis 13 svelte 13 quantitative-finance 13 frameworks 13 geospatial 13 hacking-tools 12 video-editing 12 vision-and-language 12 chain-of-thought 12 prompt-injection 12 google 12 graphics-programming 12 lua 12 gpu 12 rest-api 12 software-architecture 12 unity3d 12 automl 12 authentication 12 image 12 es6 12 search-engine 12 elasticsearch 12 fuzzing 12 question-answering 12 ros2 12 privacy-tools 12 qwen 12 threat-intelligence 12 alternatives 12 ai-development 12 machine-learning-algorithms 12 article 12 cross-platform 12 cuda 12 leadership 12 gobierno-abierto 12 reading-list 12 management 12 rails 12 podcasts 11 interview-preparation 11 swift-library 11 application 11 agent-memory 11 llm-agent 11 quantum-computing 11 email 11 anime 11 coding-agent 11 cvpr 11 github-copilot 11 writing 11 model-compression 11 book 11 webpack 11 packages 11 templates 11 haskell 11 arxiv 11 webapp 11 vr 11 fpga 11