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

"ml" Awesome Lists

Awesome-CoreML-Models

Largest list of models for Core ML (for iOS 11+)

apple awesome awesome-list caffe caffemodel core-ml coreml coreml-framework coreml-model coreml-models

6,662 stars
490 forks
58 projects

Last updated: 24 Apr 2025

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

ai awesome data-science machine-learning machine-learning-engineering ml mle mlops

4,460 stars
607 forks
297 projects

Last updated: 24 Apr 2025

awesome-ai-tools

A curated list of Artificial Intelligence Top Tools

ai ai-agent ai-agents ai-assistant ai-tools ai-tools-list ai-top-tools awesome awesome-ai awesome-ai-tools

2,416 stars
485 forks
350 projects

Last updated: 14 May 2025

machine-learning-with-ruby

Curated list: Resources for machine learning in Ruby

awesome awesome-list list machine-learning ml ruby ruby-gem rubyml rubynlp

2,152 stars
180 forks
216 projects

Last updated: 21 Apr 2025

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

ai algorithms artificial-intelligence cloud-devops data data-generation deep-learning dl docker graal

1,529 stars
362 forks
95 projects

Last updated: 21 Apr 2025

yt-channels-DS-AI-ML-CS

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

ai artificial-intelligence awesome awesome-list coding data data-analysis data-engineering data-science deep-learning

1,349 stars
139 forks
195 projects

Last updated: 10 Jun 2025

free-for-life

A massive list including a huge amount of products and services that are completely free!

ai api awesome-list baas code data design dns domains email

1,091 stars
115 forks
351 projects

Last updated: 28 Apr 2025

awesome-cs-books

计算机优质电子书整理,并且附带pdf下载链接,包括C,C++,Java,Python,Java,Linux,Go,数据结构与算法,人工智能,计算机基础,面试,设计模式,数据库,前端等

ai algorithms c cpp cs-books design-patterns go java javascript javaweb

854 stars
180 forks
33 projects

Last updated: 03 May 2025

awesome-data-catalogs

📙 Awesome Data Catalogs and Observability Platforms.

awesome awesome-list big-data data-catalog data-discovery data-engineering data-quality datacatalog datadiscovery dataops

844 stars
62 forks
55 projects

Last updated: 06 May 2025

awesome-ai-safety

📚 A curated list of papers & technical articles on AI Quality & Safety

ai ai-alignment ai-quality ai-safety artificial-intelligence awesome awesome-list computer-vision ethical-ai llm

178 stars
17 forks
40 projects

Last updated: 15 Apr 2025

awesome-neuromorphic-hw

Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.

ai analog chip digital dnn fpga hardware ic mixed-signal ml

162 stars
16 forks
76 projects

Last updated: 08 May 2025

awesome-ml-gen-ai-elixir

A curated list of Machine Learning libraries and resources for the Elixir programming language.

ai awesome awesome-list elixir elixir-lang elixir-language elixir-programming-language machine-learning ml

136 stars
5 forks
45 projects

Last updated: 10 Jun 2025

awesome-data-valuation

💱 A curated list of data valuation (DV) to design your next data marketplace

ai data-valuation market ml

117 stars
14 forks
104 projects

Last updated: 10 Apr 2025

awesome-AI-kubernetes

:snowflake: :whale: Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

ai analytics big-data cognitive-science data-science docker kubeflow kubernetes kubernetes-ai kubernetes-analytics

115 stars
43 forks
65 projects

Last updated: 04 May 2024

awesome-ai-tools

🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated February 2025

ai ai-innovation ai-research chatgpt claude-ai datascience deep-learning-tutorial deepseek generative-ai gpt4o

105 stars
32 forks
549 projects

Last updated: 19 May 2025

awesome-llm

Awesome series for Large Language Model(LLM)s

ai awesome awesome-list bard bert chatgpt gpt gpt3 hyperparameters large-language-models

79 stars
5 forks
96 projects

Last updated: 31 Mar 2025

awesome-ai-agents

A curated list of awesome top best AI Agents

ai ai-agent ai-agents ai-agents-framework automation awesome awesome-ai-agents awesome-list ml mlops

72 stars
7 forks
45 projects

Last updated: 15 Jun 2025

awesome-ai-models

A curated list of top AI models and LLMs

ai ai-model ai-models altern awesome awesome-ai awesome-list large-language-models llms machine-learning

63 stars
9 forks
63 projects

Last updated: 02 May 2025

awesome-webnn

⚡Delightful WebNN resources, curated list of awesome things around WebNN ecosystem.😎

ai artificial-intelligence ml neural-network neural-networks web-ai web-machine-learning web-ml web-neural-network web-neural-networks

60 stars
5 forks
97 projects

Last updated: 31 May 2025

awesome-ai-best-papers

A curated list of famous CV/NLP/ML/AI best papers, inspired by Best Paper Awards in Computer Science (since 1996).

ai awesome cv deep-learning ml nlp

57 stars
9 forks
50 projects

Last updated: 12 Jan 2025

awesome-security-for-ai

Awesome products for securing AI systems includes open source and commercial options and an infographic licensed CC-BY-SA-4.0.

ai appsec awesome awesome-list cybersecurity genai lists llm machine-learning ml

37 stars
3 forks
45 projects

Last updated: 14 Jun 2024

Python-Guide

Python Guide

awesome awesome-list awesome-lists awesome-python data-science deep-learning django flask lists lists-python

28 stars
3 forks
53 projects

Last updated: 20 Dec 2024

awesome-ai-market-maps

An Awesome List of 200+ AI Startup Market Maps from 2025 and 2024.

ai ai-2025 ai-ecosystem ai-list ai-startup artificial-intelligence awesome awesome-ai awesome-ai-market-maps awesome-list

23 stars
1 forks
234 projects

Last updated: 23 Jun 2025

awesome-ai-tools

A curated list of awesome AI tools to automate your workflows and 10x your output.

ai ai-tools ai-tools-directory ai-tools-list ai-top-tools artificial-intelligence awesome awesome-list awesome-lists best-ai-tools

22 stars
3 forks
189 projects

Last updated: 11 Jun 2025

awesome-text-ml

A curated list of ML awesome frameworks & libraries for text data

awesome-list awesome-lists deep-learning machine-learning ml natural-language practical-machine-learning python text-analysis text-classification

16 stars
2 forks
35 projects

Last updated: 14 Sep 2024

fucking-awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software. With repository stars⭐ and forks🍴

awesome awesome-list data-science data-visualization library machine-learning machine-learning-algorithms machine-learning-library machine-learning-tutorials machinelearning

15 stars
2 forks
897 projects

Last updated: 18 Jun 2025

green-ai

A curated list of Green AI resources.

ai artificial-intelligence awesome awesome-list green-ai green-software machine-learning ml sustainability sustainable-ai

7 stars
1 forks
75 projects

Last updated: 28 Apr 2025

awesome_ai_resources

A curated list of resources tailored towards AI Engineers

agent agentic-ai agentic-workflow agents ai artificial-intelligence learning ml

2 stars
0 forks
106 projects

Last updated: 16 Jun 2025

ml-free-tutorials

Free Machine Learning tutorials for beginners with 933 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list exercises free free-tutorials hands-on labex ml programming tutorials

2 stars
0 forks
936 projects

Last updated: 23 May 2025

awesome-ml-epigenetics

References for ML in epigenetic study

awesome-list epigenetics ml

0 stars
0 forks
38 projects

Last updated: 04 Feb 2025

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awesome-list 3,532 awesome 3,213 machine-learning 416 list 401 awesome-lists 383 deep-learning 357 resources 308 hacktoberfest 237 python 203 lists 196 ai 187 javascript 187 programming 165 security 158 llm 146 artificial-intelligence 135 computer-vision 130 blockchain 128 nlp 109 tools 106 data-science 105 react 101 open-source 100 large-language-models 94 chatgpt 91 android 86 natural-language-processing 84 linux 81 learning 80 css 76 awesome-readme 75 papers 74 curated-list 73 ios 73 ethereum 72 devops 71 awesome-resources 70 nodejs 63 reinforcement-learning 61 computer-science 61 playground 60 free 59 rust 59 tutorials 58 game-development 58 free-resources 58 macos 57 cybersecurity 57 getvm 57 kubernetes 56 robotics 55 collection 54 java 54 labex 53 hands-on 53 golang 52 privacy 52 design 52 tutorial 52 web 50 exercises 48 bitcoin 48 frontend 48 paper 48 go 47 hacking 47 php 45 datasets 45 swift 45 education 44 survey 44 openai 44 books 44 deep-neural-networks 43 dataset 43 html 43 web3 43 cryptocurrency 42 cloud 42 development 42 data 41 security-tools 41 gpt 41 data-visualization 40 vue 39 opensource 38 llms 38 gamedev 38 docker 37 github 37 typescript 37 documentation 36 collections 36 developer-tools 36 courses 35 database 34 reactjs 33 neural-network 33 paper-list 33 research 33 aws 32 automation 32 iot 32 framework 32 software 32 ml 31 game 31 projects 30 hardware 29 testing 29 community 29 transformer 29 ruby 29 web-development 28 graph-neural-networks 28 video 28 smart-contracts 28 solidity 28 generative-ai 28 cpp 28 architecture 28 flutter 28 games 28 algorithms 28 libraries 27 tensorflow 27 api 26 dotnet 26 csharp 26 free-tutorials 26 bioinformatics 26 links 26 windows 26 react-native 26 software-engineering 25 crypto 25 defi 25 agent 25 git 25 music 25 object-detection 24 pytorch 24 productivity 24 science 24 diffusion-models 24 angular 24 pentesting 24 penetration-testing 24 computer-graphics 24 cryptography 23 self-supervised-learning 23 library 23 unity 23 embedded 23 r 23 django 23 gpt-4 22 osint 22 awsome-list 22 microsoft 22 infosec 22 mobile 22 serverless 22 game-engine 22 best-practices 22 markdown 22 gpt-3 22 apple 21 neural-networks 21 ui 21 kotlin 21 multimodal 21 awesomeness 21 knowledge-graph 21 visualization 21 self-hosted 21 engineering 21 data-analysis 21 coding 21 python3 21 hacktoberfest-accepted 21 segmentation 20 apps 20 data-mining 20 youtube 20 slam 20 roadmap 20 opendata 20 mathematics 20 jobs 20 audio 20 guidelines 20 website 20 programming-language 20 startups 20 cloud-computing 20 chinese 19 prompt-engineering 19 c 19 deeplearning 19 sql 19 graph 19 raspberry-pi 19 3d 19 mcp 19 interview 19 azure 19 saas 19 federated-learning 19 awsome 19 machinelearning 18 time-series 18 blogs 18 blog 18 js 18 front-end 18 cli 18 chatbot 18 bugbounty 18 llama 18 marketing 18 bash 18 graphql 18 decentralized 17 containers 17 knowledge 17 representation-learning 17 microservices 17 aigc 17 code 17 foundation-models 17 language 17 algorithm 17 mlops 17 stable-diffusion 17 learning-resources 17 optimization 17 nextjs 17 startup 17 statistics 17 generative-art 17 curated 17 image-processing 16 networking 16 data-structures 16 cheatsheet 16 articles 16 autonomous-driving 16 analytics 16 webgl 16 bert 16 resource 15 ros 15 technology 15 autonomous-vehicles 15 readme 15 monitoring 15 agents 15 big-data 15 software-development 15 detection 15 pentest 15 reverse-engineering 15 graphics 15 seo 15 transformers 15 cloud-native 15 nerf 15 performance 14 vuejs 14 p2p 14 distributed-systems 14 dart 14 animation 14 selfhosted 14 large-language-model 14 terminal 14 devsecops 14 telegram 14 ai-agents 14 prompt 14 recommender-system 14 react-components 14 multimodal-deep-learning 14 data-engineering 14 mysql 14 webassembly 14 node 14 android-development 14 icons 14 android-library 14 backend 14 mac 14 command-line 13 dapp 13 finance 13 reasoning 13 generative-adversarial-network 13 speech-recognition 13 elasticsearch 13 dotnet-core 13 podcast 13 art 13 unicorns 13 microservice 13 swiftui 13 search 13 remote-sensing 13 plugins 13 evm 13 foss 13 open-data 13 pose-estimation 13 laravel 13 guide 13 deep-reinforcement-learning 13 gis 13 pwa 12 transfer-learning 12 svelte 12 language-model 12 gaming 12 wasm 12 frameworks 12 anomaly-detection 12 cms 12 discord 12 fuzzing 12 postgresql 12 wordpress 12 quantum-computing 12 ecommerce 12 rails 12 image 12 leetcode 12 storage 12 text-to-image 12 graphics-programming 12 es6 12 videos 12 oss 12 font 12 malware-analysis 12 gan 12 search-engine 12 static-analysis 12 objective-c 11 databases 11 multimodal-learning 11 3d-graphics 11 free-software 11 planning 11 automl 11 point-cloud 11 bookmarks 11 webpack 11 front-end-development 11 cross-platform 11 design-systems 11 ui-design 11 webapp 11 vision-and-language 11 yolo 11 hacktoberfest2020 11 question-answering 11 cuda 11 application 11 cvpr 11 open-science 11 unity3d 11 creative-coding 11 code-generation 11 sustainability 11 programming-languages 11 network 11 beginner-friendly 11 sysadmin 11 deepseek 11 ctf 11 rag 11 npm 11 rest-api 11 vscode 11 course 11 cv 10 fpga 10 mcp-server 10 operating-system 10 unsupervised-learning 10 reading-list 10 blockchain-technology 10 management 10 hacktoberfest2021 10 movies 10 gpu 10 webdevelopment 10 hacking-tools 10 chatgpt-api 10 geospatial 10 climate-change 10 golang-library 10 medical-imaging 10 benchmark 10 students 10 interview-questions 10 time-series-analysis 10 writing 10 gpts 10 image-generation 10 diffusion 10 model-compression 10 android-app 10 hosting 10 machine-learning-algorithms 10 threat-intelligence 10 speech-processing 10 haskell 10 solana 10 indonesia 10 semantic-web 10 flutter-apps 10 android-application 10 developer 10 authentication 10 edge-computing 10 arduino 10 text-mining 10 guides 10 bot 10 ansible 10 datascience 10 vlm 10 vr 10 interpretability 10 docs 10 news 9 leadership 9 static-site-generator 9 neuroscience 9 functional-programming 9 websites 9 chrome 9 ux 9 fairness 9 sre 9 webcomponents 9 jupyter-notebook 9 math 9 book 9 flask 9 ionic 9 cyber-security 9 python-library 9 malware 9 augmented-reality 9 explainable-ai 9 privacy-tools 9 microservices-architecture 9 swift-library 9 reddit 9 reference 9 bug-bounty 9 email 9 erlang 9 profile 9 arkit 9 multimodal-large-language-models 9 knowledge-base 9 elixir 9 mobile-development 9 chain-of-thought 9 social-network 9 ide 9 linux-desktop 9 shell 9 google 9 article 9 semantic-segmentation 9 material-design 9 3d-reconstruction 9 utilities 9 infrastructure-as-code 9 in-context-learning 9 system-design 9 sentiment-analysis 9 few-shot-learning 9 generative-model 9 anime 9 exploit 9 unix 9 conference 9 flutter-examples 9 podcasts 9 simulation 9 awesome-ai 9 trading 9 video-generation 9 applications 9 classification 9 quantization 9