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

6,992 stars
505 forks
60 projects

Last updated: 28 Apr 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

5,297 stars
1,328 forks
114 projects

Last updated: 04 Apr 2026

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

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

5,087 stars
711 forks
314 projects

Last updated: 11 Apr 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

4,814 stars
1,318 forks
435 projects

Last updated: 14 Apr 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

2,214 stars
181 forks
216 projects

Last updated: 21 Feb 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

1,652 stars
369 forks
106 projects

Last updated: 23 Mar 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

1,564 stars
153 forks
195 projects

Last updated: 21 Feb 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

1,487 stars
158 forks
384 projects

Last updated: 12 Mar 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

1,019 stars
73 forks
255 projects

Last updated: 18 Apr 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

1,018 stars
138 forks
921 projects

Last updated: 14 Apr 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

888 stars
180 forks
33 projects

Last updated: 03 Apr 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

704 stars
140 forks
382 projects

Last updated: 25 Apr 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

261 stars
134 forks
770 projects

Last updated: 08 Apr 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

257 stars
13 forks
90 projects

Last updated: 21 Mar 2026

awesome-ai-market-maps

An Awesome List of 400+ 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

255 stars
13 forks
487 projects

Last updated: 02 Apr 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

205 stars
21 forks
76 projects

Last updated: 19 Feb 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

205 stars
27 forks
40 projects

Last updated: 27 Feb 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

143 stars
46 forks
65 projects

Last updated: 15 Feb 2026

awesome-data-valuation

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

ai data-valuation market ml

140 stars
14 forks
104 projects

Last updated: 10 Apr 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

136 stars
15 forks
63 projects

Last updated: 10 Mar 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

129 stars
26 forks
45 projects

Last updated: 14 Apr 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

93 stars
7 forks
171 projects

Last updated: 02 Apr 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

91 stars
9 forks
86 projects

Last updated: 16 Mar 2026

awesome-llm

Awesome series for Large Language Model(LLM)s

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

88 stars
11 forks
96 projects

Last updated: 15 Mar 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

87 stars
13 forks
38 projects

Last updated: 19 Mar 2026

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

85 stars
17 forks
45 projects

Last updated: 20 Feb 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

58 stars
9 forks
50 projects

Last updated: 20 Nov 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

41 stars
29 forks
189 projects

Last updated: 29 Apr 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: 25 Feb 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

20 stars
6 forks
50 projects

Last updated: 06 Apr 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

18 stars
2 forks
157 projects

Last updated: 20 Apr 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
936 projects

Last updated: 02 May 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

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-mlops

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

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

3 stars
3 forks
45 projects

Last updated: 23 Mar 2026

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

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 4,128 awesome 3,736 awesome-lists 586 machine-learning 461 list 422 deep-learning 385 resources 332 ai 293 llm 238 hacktoberfest 233 python 224 lists 205 javascript 194 security 181 programming 165 artificial-intelligence 164 computer-vision 142 blockchain 142 open-source 130 nlp 127 large-language-models 125 tools 118 data-science 114 react 108 chatgpt 105 curated-list 99 android 95 natural-language-processing 91 linux 87 learning 87 devops 86 awesome-readme 84 cybersecurity 82 papers 80 ios 79 awesome-resources 79 css 77 ethereum 75 reinforcement-learning 75 robotics 68 ai-agents 68 nodejs 65 rust 65 kubernetes 65 computer-science 65 developer-tools 64 collection 62 survey 61 mcp 60 game-development 60 design 60 macos 60 playground 60 free-resources 59 openai 59 golang 58 free 58 getvm 57 tutorials 57 java 56 privacy 54 web3 53 frontend 53 bitcoin 53 hacking 53 generative-ai 53 datasets 53 php 52 tutorial 52 education 51 llms 50 web 50 go 50 paper 49 gpt 48 swift 47 data 47 automation 46 hands-on 45 cloud 45 labex 45 books 45 github 45 development 45 security-tools 45 dataset 44 deep-neural-networks 44 html 43 cryptocurrency 43 opensource 42 data-visualization 42 prompt-engineering 42 research 42 exercises 41 documentation 41 ai-tools 41 typescript 41 agent 41 database 41 docker 40 ml 40 vue 40 gamedev 39 web-development 38 collections 38 software 37 productivity 37 algorithms 37 diffusion-models 37 paper-list 36 iot 36 game 36 api 36 neural-network 35 testing 34 aws 34 reactjs 34 courses 34 framework 33 cpp 33 agents 32 hardware 32 multimodal 32 flutter 32 claude 31 software-engineering 31 games 31 community 31 solidity 31 projects 31 transformer 30 video 30 react-native 30 graph-neural-networks 30 dotnet 29 architecture 29 libraries 29 bioinformatics 29 defi 29 self-hosted 29 crypto 29 ruby 29 penetration-testing 28 claude-code 28 smart-contracts 28 mlops 28 cli 28 slam 27 tensorflow 27 agentic-ai 27 science 27 best-practices 27 windows 27 object-detection 27 links 27 csharp 27 rag 26 library 26 self-supervised-learning 26 music 26 pytorch 26 serverless 26 pentesting 26 cryptography 26 data-analysis 26 infosec 25 reverse-engineering 25 saas 25 sql 25 data-mining 25 git 25 mobile 25 microsoft 25 django 25 angular 25 engineering 24 embedded 24 computer-graphics 24 coding 24 awsome-list 24 prompts 24 mathematics 24 knowledge-graph 24 osint 24 3d 24 jobs 24 roadmap 23 ui 23 autonomous-driving 23 nextjs 23 markdown 23 unity 23 neural-networks 23 software-development 23 kotlin 23 game-engine 23 programming-language 23 interview 23 segmentation 23 time-series 23 blog 23 gemini 23 learning-resources 23 c 23 apple 22 visualization 22 r 22 chatbot 22 image-generation 22 awesomeness 22 foundation-models 22 deeplearning 22 audio 22 python3 22 statistics 22 startups 22 finance 21 free-tutorials 21 federated-learning 21 azure 21 networking 21 monitoring 21 hacktoberfest-accepted 21 marketing 21 opendata 21 startup 21 blogs 21 cloud-computing 21 website 21 gpt-3 21 js 20 awsome 20 machinelearning 20 gpt-4 20 raspberry-pi 20 apps 20 reasoning 20 llama 20 devsecops 20 data-structures 20 graph 20 chinese 20 model-context-protocol 19 curated 19 seo 19 decentralized 19 big-data 19 front-end 19 aigc 19 transformers 19 youtube 19 anthropic 19 bugbounty 19 graphql 19 stable-diffusion 18 ai-agent 18 open-data 18 telegram 18 analytics 18 openclaw 18 prompt 18 optimization 18 code 18 backend 18 guidelines 18 plugins 18 representation-learning 18 cheatsheet 17 bash 17 embodied-ai 17 data-engineering 17 vibe-coding 17 vlm 17 beginner-friendly 17 autonomous-vehicles 17 nerf 17 command-line 17 generative-art 17 containers 17 knowledge 17 generative-model 17 benchmark 17 cloud-native 17 malware-analysis 17 text-to-image 17 terminal 16 webgl 16 bert 16 articles 16 animation 16 skills 16 algorithm 16 dart 16 laravel 16 language 16 agent-skills 16 speech-recognition 16 pentest 16 microservices 16 deepseek 16 langchain 16 videos 16 ros 16 mcp-server 16 evm 15 p2p 15 resource 15 android-development 15 remote-sensing 15 technology 15 cms 15 mysql 15 distributed-systems 15 large-language-model 15 performance 15 pose-estimation 15 leetcode 15 multimodal-deep-learning 15 readme 15 mcp-servers 15 video-generation 15 swiftui 15 image-processing 15 vscode 15 selfhosted 14 vuejs 14 icons 14 cursor 14 npm 14 wasm 14 webassembly 14 anomaly-detection 14 oss 14 diffusion 14 deep-reinforcement-learning 14 multimodal-learning 14 google 14 detection 14 quantization 14 gis 14 node 14 art 14 recommender-system 14 dotnet-core 14 discord 14 language-model 14 drones 14 awesome-ai 14 foss 14 android-library 14 react-components 14 ai-safety 14 databases 14 generative-adversarial-network 14 multimodal-large-language-models 14 medical-imaging 14 mac 14 graphics 14 vision-language-model 14 code-generation 14 utilities 13 storage 13 developer 13 objective-c 13 quantum-computing 13 microservice 13 application 13 solana 13 frameworks 13 fuzzing 13 sustainability 13 llmops 13 gan 13 interview-questions 13 automl 13 dapp 13 webdevelopment 13 semantic-segmentation 13 yolo 13 pwa 13 unicorns 13 podcast 13 cross-platform 13 programming-languages 13 system-design 13 wordpress 13 svelte 13 minecraft 13 cicd 13 postgresql 13 transfer-learning 13 search 13 static-site-generator 12 datascience 12 static-analysis 12 question-answering 12 image 12 vision-and-language 12 edge-computing 12 3d-graphics 12 cuda 12 mllm 12 sysadmin 12 ui-design 12 autonomous-agents 12 planning 12 time-series-analysis 12 workflow 12 sre 12 guide 12 web-design 12 ux 12 cyber-security 12 article 12 graphics-programming 12 software-architecture 12 authentication 12 chain-of-thought 12 rest-api 12 webapp 12 search-engine 12 infrastructure 12 elasticsearch 12 infrastructure-as-code 12 uav 12 gaming 12 mobile-development 12 es6 12 model-compression 12 rl 12 rails 12 unity3d 11 vr 11 xai 11 course 11 unsupervised-learning 11 email 11 math 11 geospatial 11 webpack 11 test-automation 11 interpretability 11 cv 11 privacy-tools 11 trading 11 anime 11 leadership 11 cvpr 11 3d-reconstruction 11 creative-coding 11 few-shot-learning 11 gpu 11 hacktoberfest2020 11 flutter-apps 11 free-software 11 book 11 embedded-systems 11 healthcare 11 ctf 11 point-cloud 11 ai-art 11 podcasts 11 reading-list 11 ecommerce 11 ros2 11 climate-change 11 arduino 11 in-context-learning 11 font 11 machine-learning-algorithms 11 threat-intelligence 11 writing 11 movies 11 neuroscience 11 open-science 11 drone 11 bug-bounty 11 hosting 11 continual-learning 11 blockchain-technology 10 bookmarks 10 augmented-reality 10 android-app 10 explainable-ai 10 templates 10 ansible 10 observability 10 bot 10 flutter-examples 10 compliance 10 claude-skills 10 haskell 10 jupyter-notebook 10 malware 10 design-systems 10 classification 10 ocr 10 semantic-web 10 front-end-development 10 text-mining 10