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

0 "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

7,017 stars
507 forks
60 projects

Last updated: 17 Jun 2026

learn-ai-engineering

Learn AI and LLMs from scratch using free resources

agentic-ai agents ai deep-learning generative-ai large-language-models llm machine-learning mcp ml

5,745 stars
1,405 forks
114 projects

Last updated: 25 Jun 2026

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

5,489 stars
1,731 forks
435 projects

Last updated: 19 Jun 2026

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

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

5,179 stars
747 forks
314 projects

Last updated: 15 Jun 2026

machine-learning-with-ruby

Curated list: Resources for machine learning in Ruby

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

2,215 stars
183 forks
216 projects

Last updated: 12 Jun 2026

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

1,675 stars
375 forks
106 projects

Last updated: 14 Jun 2026

free-for-life

A huge list of great stuff you can get for free!

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

1,596 stars
163 forks
384 projects

Last updated: 23 Jun 2026

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

1,594 stars
155 forks
195 projects

Last updated: 20 Jun 2026

awesome-data-analysis

🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.

ai analytics awesome-list big-data business-intelligence dashboard data-analysis data-science data-visualization datasets

1,446 stars
210 forks
936 projects

Last updated: 19 Jun 2026

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

1,045 stars
79 forks
255 projects

Last updated: 23 Jun 2026

awesome-engineering-articles

A curated collection of 300+ engineering blog articles from top tech companies. Learn how the best engineering teams solve real-world problems at scale.

ai data-engineering database distributed-systems engineering infrastructure ml system-design

996 stars
178 forks
382 projects

Last updated: 13 Jun 2026

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

893 stars
180 forks
33 projects

Last updated: 15 Jun 2026

awesome-ai-tools

🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated 2026

ai ai-research chatgpt claude-ai claude-code codex datascience deepseek generative-ai learning-ai

521 stars
314 forks
826 projects

Last updated: 20 Jun 2026

awesome-ai-market-maps

An Awesome List of 500+ AI Market Maps from 2026 and 2025.

ai ai-2025 ai-2026 ai-ecosystem ai-list ai-market-maps ai-startup ai-startups artificial-intelligence awesome

311 stars
22 forks
541 projects

Last updated: 09 Jul 2026

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

283 stars
14 forks
90 projects

Last updated: 19 Jun 2026

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

216 stars
38 forks
40 projects

Last updated: 04 Jun 2026

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

212 stars
24 forks
76 projects

Last updated: 15 Jun 2026

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

146 stars
49 forks
65 projects

Last updated: 18 May 2026

awesome-data-valuation

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

ai data-valuation market ml

143 stars
15 forks
104 projects

Last updated: 26 May 2026

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

143 stars
18 forks
63 projects

Last updated: 17 Jun 2026

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

142 stars
43 forks
45 projects

Last updated: 17 Jun 2026

awesome-php-ml

The most comprehensive curated list of Machine Learning, Artificial Intelligence, NLP, LLM, and Data Science libraries for PHP

ai awesome-list llm machine-learning ml nlp php php-ai php-ml

115 stars
9 forks
187 projects

Last updated: 25 Jun 2026

Awesome-LLM-Red-Teaming

A curated list of awesome LLM Red Teaming training, resources, and tools.

ai artificial-intelligence computer-security large-language-models llm machine-learning ml penetration-testing red-team-tools red-teaming

112 stars
20 forks
38 projects

Last updated: 26 Jun 2026

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

98 stars
10 forks
86 projects

Last updated: 04 Jun 2026

awesome-llm

Awesome series for Large Language Model(LLM)s

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

89 stars
13 forks
96 projects

Last updated: 13 May 2026

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

59 stars
9 forks
50 projects

Last updated: 26 May 2026

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

43 stars
41 forks
189 projects

Last updated: 06 Jun 2026

awesome-ml-pu-learning

A curated list of resources dedicated to Positive Unlabeled(PU) learning ML methods.

machine-learning machine-learning-algorithms ml papers positive-unlabeled positive-unlabeled-learning pu semi-supervised-learning

38 stars
1 forks
58 projects

Last updated: 27 Jan 2026

Python-Guide

Python Guide

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

34 stars
3 forks
53 projects

Last updated: 13 Jun 2026

fucking-awesome-ai-tools

A curated list of Artificial Intelligence Top Tools. With repository stars⭐ and forks🍴

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

24 stars
18 forks
50 projects

Last updated: 24 Jun 2026

awesome-swarms-list

A curated list of awesome applications, tools, and resources for the Swarms framework by swarms.ai. Swarms is a powerful, production-grade framework for orchestrating multi-agent AI systems, enabling developers to build everything from simple autonomous agents to complex, collaborative swarms that can solve real-world problems.

ai autogen autogen-agents awesome-list awesome-lists crewai langchain langchain-python langgraph ml

19 stars
2 forks
157 projects

Last updated: 21 Jun 2026

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

17 stars
2 forks
35 projects

Last updated: 19 Feb 2026

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

17 stars
3 forks
940 projects

Last updated: 08 Jul 2026

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

9 stars
0 forks
75 projects

Last updated: 18 Nov 2025

awesome-mlops

A curated list of tools, frameworks, platforms, and resources for Machine Learning Operations (MLOps).

awesome awesome-list awesome-lists machine-learning ml mlops

6 stars
5 forks
45 projects

Last updated: 10 Jun 2026

awesome-ml-epigenetics

References for ML in epigenetic study

awesome-list epigenetics ml

6 stars
1 forks
73 projects

Last updated: 06 Jul 2026

ml-free-tutorials

Free Machine Learning tutorials for beginners with 1001 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

3 stars
0 forks
1,004 projects

Last updated: 15 Oct 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
108 projects

Last updated: 27 Feb 2026

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awesome-list 4,368 awesome 3,915 awesome-lists 629 machine-learning 472 list 425 deep-learning 392 resources 335 ai 322 llm 274 hacktoberfest 231 python 230 lists 205 javascript 199 security 181 artificial-intelligence 174 programming 165 open-source 162 blockchain 146 computer-vision 146 large-language-models 134 nlp 128 tools 123 curated-list 120 data-science 116 ai-agents 114 react 109 chatgpt 109 android 98 mcp 97 natural-language-processing 93 linux 90 devops 90 learning 89 awesome-readme 86 cybersecurity 86 developer-tools 84 ios 83 papers 81 reinforcement-learning 80 awesome-resources 80 css 77 ethereum 76 robotics 73 openai 73 kubernetes 69 rust 68 nodejs 66 computer-science 65 generative-ai 64 collection 63 macos 62 playground 61 design 61 survey 61 game-development 60 golang 60 free-resources 59 java 58 ai-tools 58 web3 57 getvm 57 datasets 57 privacy 56 free 56 claude-code 55 hacking 55 tutorials 55 automation 55 bitcoin 54 php 54 frontend 54 llms 52 tutorial 52 education 52 prompt-engineering 51 go 50 swift 50 claude 50 web 49 paper 49 github 48 gpt 48 security-tools 47 opensource 47 data 47 agent 46 books 46 deep-neural-networks 45 cloud 45 research 45 cryptocurrency 45 development 45 typescript 45 dataset 45 labex 44 html 44 hands-on 44 productivity 44 api 44 data-visualization 43 documentation 42 database 42 gamedev 41 vue 41 agentic-ai 41 docker 41 diffusion-models 40 exercises 40 software 39 web-development 39 ml 39 paper-list 38 community 38 collections 38 algorithms 37 game 37 neural-network 36 agents 36 open-data 35 iot 35 rag 34 aws 34 testing 34 cli 34 courses 34 reactjs 34 software-engineering 33 crypto 33 multimodal 33 flutter 33 cpp 33 framework 33 hardware 33 self-hosted 33 projects 33 video 32 games 31 react-native 31 anthropic 31 defi 31 skills 31 mlops 31 penetration-testing 31 solidity 31 gemini 31 libraries 30 graph-neural-networks 30 transformer 30 bioinformatics 30 prompts 29 ruby 29 architecture 29 microsoft 29 pentesting 29 dotnet 29 agent-skills 28 cryptography 28 saas 28 marketing 28 smart-contracts 28 mobile 28 csharp 28 object-detection 27 reverse-engineering 27 music 27 tensorflow 27 links 27 model-context-protocol 27 science 27 angular 27 best-practices 27 slam 27 windows 27 openclaw 26 serverless 26 library 26 ai-agent 26 self-supervised-learning 26 data-analysis 26 pytorch 26 image-generation 26 coding 25 nextjs 25 osint 25 knowledge-graph 25 git 25 3d 25 data-mining 25 jobs 25 infosec 25 kotlin 25 embedded 25 learning-resources 25 django 25 seo 24 time-series 24 neural-networks 24 mathematics 24 computer-graphics 24 sql 24 foundation-models 24 ui 24 awsome-list 24 markdown 24 chatbot 24 devsecops 24 engineering 23 blog 23 visualization 23 unity 23 interview 23 chinese 23 autonomous-driving 23 programming-language 23 reasoning 23 segmentation 23 c 23 apple 23 awesomeness 23 audio 23 deeplearning 23 roadmap 23 software-development 23 game-engine 23 startups 22 statistics 22 cloud-computing 22 startup 22 networking 22 website 22 monitoring 22 python3 22 blogs 21 benchmark 21 federated-learning 21 video-generation 21 llama 21 graphql 21 awsome 21 mcp-server 21 plugins 21 gpt-3 21 r 21 hacktoberfest-accepted 21 finance 21 machinelearning 21 terminal 20 decentralized 20 apps 20 data-structures 20 curated 20 opendata 20 azure 20 youtube 20 graph 20 js 20 front-end 19 backend 19 stable-diffusion 19 vibe-coding 19 command-line 19 speech-recognition 19 big-data 19 aigc 19 langchain 19 deepseek 19 embodied-ai 19 text-to-image 19 raspberry-pi 19 gpt-4 19 transformers 19 swiftui 18 laravel 18 optimization 18 analytics 18 telegram 18 prompt 18 guidelines 18 beginner-friendly 18 generative-model 18 cursor 18 representation-learning 18 llm-agents 18 ai-safety 18 cloud-native 18 free-tutorials 18 generative-art 18 bugbounty 18 autonomous-vehicles 17 code 17 pentest 17 knowledge 17 dart 17 malware-analysis 17 cheatsheet 17 animation 17 vlm 17 nerf 17 mcp-servers 17 bash 17 containers 17 quantization 17 data-engineering 17 image-processing 16 claude-skills 16 codex 16 videos 16 articles 16 ros 16 language 16 webgl 16 espana 16 spain 16 bert 16 gis 16 autonomous-agents 16 algorithm 16 foss 16 large-language-model 16 distributed-systems 16 microservices 16 reddit 16 android-development 16 code-generation 15 graphics 15 leetcode 15 art 15 databases 15 google 15 readme 15 resource 15 model-compression 15 awesome-ai 15 vscode 15 mllm 15 llmops 15 p2p 15 multimodal-large-language-models 15 system-design 15 performance 15 react-components 15 anomaly-detection 15 remote-sensing 15 mysql 15 selfhosted 15 evm 15 multimodal-deep-learning 15 technology 15 cms 15 vuejs 15 pose-estimation 15 gaming 15 multi-agent 14 language-model 14 deep-reinforcement-learning 14 recommender-system 14 vision-language-model 14 medical-imaging 14 mac 14 3d-graphics 14 detection 14 discord 14 diffusion 14 yolo 14 oss 14 dotnet-core 14 npm 14 podcast 14 android-library 14 generative-adversarial-network 14 webassembly 14 node 14 icons 14 drones 14 software-libre 14 copilot 14 multimodal-learning 14 ai-coding 14 wasm 14 rl 13 sysadmin 13 unicorns 13 microservice 13 edge-computing 13 interview-questions 13 developer 13 cyber-security 13 dapp 13 continual-learning 13 datos-abiertos 13 quantum-computing 13 transfer-learning 13 uav 13 planning 13 rest-api 13 utilities 13 infrastructure 13 ctf 13 cicd 13 pwa 13 programming-languages 13 storage 13 workflow 13 wordpress 13 svelte 13 sustainability 13 automl 13 application 13 webdevelopment 13 frameworks 13 semantic-segmentation 13 search 13 ecommerce 13 solana 13 bug-bounty 13 gan 13 observability 13 sre 13 mobile-development 13 ui-design 13 objective-c 13 trading 13 ux 12 free-software 12 elasticsearch 12 article 12 ai-security 12 creative-coding 12 gpu 12 graphics-programming 12 cuda 12 open-science 12 neuroscience 12 compliance 12 machine-learning-algorithms 12 software-architecture 12 xai 12 healthcare 12 leadership 12 infrastructure-as-code 12 cross-platform 12 vector-database 12 rails 12 authentication 12 postgresql 12 privacy-tools 12 static-site-generator 12 time-series-analysis 12 threat-intelligence 12 static-analysis 12 chain-of-thought 12 fuzzing 12 web-design 12 email 12 webapp 12 speech-to-text 12 datascience 12 es6 12 vision-and-language 12 question-answering 12 ros2 12 search-engine 12 guide 12 ai-art 12 minecraft 12 image 12 webpack 11 incident-response 11 cvpr 11 writing 11 book 11 flutter-apps 11 font 11 embedded-systems 11 text-to-video 11 test-automation 11 qwen 11 fpga 11 swift-library 11 drone 11 unity3d 11 simulation 11 point-cloud 11 course 11 knowledge-base 11 elixir 11 math 11 in-context-learning 11 students 11 geospatial 11 packages 11 few-shot-learning 11 anime 11 movies 11 unsupervised-learning 11 management 11 hacking-tools 11 reading-list 11 vulnerabilities 11 podcasts 11