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

6,865 stars
504 forks
60 projects

Last updated: 21 Nov 2025

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

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

4,879 stars
653 forks
306 projects

Last updated: 02 Dec 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

3,860 stars
786 forks
434 projects

Last updated: 09 Dec 2025

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

2,810 stars
707 forks
112 projects

Last updated: 23 Nov 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

2,197 stars
183 forks
216 projects

Last updated: 19 Nov 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

1,618 stars
364 forks
106 projects

Last updated: 10 Dec 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

1,380 stars
141 forks
195 projects

Last updated: 26 Nov 2025

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

1,367 stars
144 forks
369 projects

Last updated: 05 Dec 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

952 stars
68 forks
255 projects

Last updated: 12 Dec 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

882 stars
182 forks
33 projects

Last updated: 05 Nov 2025

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

526 stars
63 forks
842 projects

Last updated: 09 Dec 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

194 stars
21 forks
40 projects

Last updated: 03 Dec 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

190 stars
21 forks
76 projects

Last updated: 27 Oct 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

178 stars
7 forks
53 projects

Last updated: 13 Dec 2025

awesome-ai-tools

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

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

163 stars
64 forks
600 projects

Last updated: 27 Nov 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

138 stars
45 forks
65 projects

Last updated: 24 Oct 2025

awesome-data-valuation

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

ai data-valuation market ml

135 stars
14 forks
104 projects

Last updated: 28 Nov 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

116 stars
12 forks
63 projects

Last updated: 08 Dec 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

100 stars
9 forks
45 projects

Last updated: 11 Dec 2025

awesome-ai-market-maps

An Awesome List of 300+ AI 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

93 stars
7 forks
394 projects

Last updated: 15 Dec 2025

awesome-llm

Awesome series for Large Language Model(LLM)s

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

80 stars
5 forks
96 projects

Last updated: 14 Oct 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

76 stars
11 forks
45 projects

Last updated: 24 Nov 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

74 stars
6 forks
81 projects

Last updated: 25 Nov 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-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

36 stars
12 forks
189 projects

Last updated: 03 Dec 2025

Python-Guide

Python Guide

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

32 stars
3 forks
53 projects

Last updated: 17 Aug 2025

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

17 stars
1 forks
50 projects

Last updated: 06 Dec 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

16 stars
2 forks
910 projects

Last updated: 24 Nov 2025

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

11 stars
1 forks
157 projects

Last updated: 25 Oct 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

9 stars
1 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_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: 18 Jun 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

1 stars
0 forks
43 projects

Last updated: 04 Sep 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 3,755 awesome 3,401 awesome-lists 487 machine-learning 430 list 408 deep-learning 364 resources 314 hacktoberfest 237 ai 228 python 211 lists 201 javascript 190 llm 177 security 164 programming 159 artificial-intelligence 145 computer-vision 133 blockchain 130 open-source 116 tools 114 nlp 114 data-science 110 large-language-models 107 react 104 chatgpt 94 android 90 natural-language-processing 86 linux 84 learning 83 curated-list 81 css 80 awesome-readme 77 devops 77 papers 76 ios 74 awesome-resources 73 ethereum 73 reinforcement-learning 71 computer-science 64 cybersecurity 63 nodejs 62 kubernetes 61 playground 60 robotics 60 rust 59 game-development 58 design 58 collection 58 free-resources 58 getvm 57 macos 57 free 57 java 54 tutorials 54 frontend 53 privacy 53 golang 53 tutorial 52 survey 52 web 50 openai 49 hacking 49 bitcoin 49 datasets 48 go 48 paper 48 llms 47 labex 45 hands-on 45 php 45 cloud 45 swift 45 dataset 45 html 45 deep-neural-networks 44 books 44 web3 44 development 44 education 44 data 43 developer-tools 43 github 42 gpt 42 cryptocurrency 41 security-tools 41 exercises 41 data-visualization 40 opensource 39 typescript 39 vue 39 gamedev 38 web-development 38 automation 38 generative-ai 37 software 37 documentation 37 collections 36 database 36 ml 36 docker 36 algorithms 36 research 35 paper-list 33 neural-network 33 reactjs 33 testing 33 iot 33 diffusion-models 32 framework 32 courses 32 aws 32 game 31 projects 30 productivity 30 graph-neural-networks 30 mcp 30 solidity 29 hardware 29 dotnet 29 cpp 29 ruby 29 community 29 games 28 csharp 28 smart-contracts 28 bioinformatics 28 agent 28 flutter 28 video 28 multimodal 28 transformer 28 architecture 28 libraries 28 software-engineering 28 links 27 api 27 tensorflow 27 react-native 26 crypto 26 windows 26 microsoft 25 defi 25 angular 25 self-supervised-learning 25 osint 24 music 24 django 24 pentesting 24 penetration-testing 24 computer-graphics 24 cryptography 24 object-detection 24 prompt-engineering 24 git 24 science 24 pytorch 24 slam 24 engineering 23 infosec 23 sql 23 embedded 23 self-hosted 23 markdown 23 library 23 coding 23 serverless 23 unity 23 ui 23 r 23 mobile 22 cli 22 programming-language 22 knowledge-graph 22 awsome-list 22 3d 22 data-analysis 22 python3 22 mathematics 22 best-practices 22 visualization 22 agents 22 deeplearning 22 neural-networks 22 ai-agents 22 game-engine 22 segmentation 21 apple 21 gpt-3 21 mlops 21 awesomeness 21 gpt-4 21 blog 21 kotlin 21 data-mining 21 interview 21 opendata 21 c 21 federated-learning 21 audio 21 hacktoberfest-accepted 21 jobs 21 learning-resources 21 startups 21 statistics 21 free-tutorials 21 roadmap 21 machinelearning 20 software-development 20 azure 20 apps 20 chinese 20 blogs 20 guidelines 20 graph 20 website 20 cloud-computing 20 ai-tools 20 data-structures 20 autonomous-driving 20 js 19 front-end 19 raspberry-pi 19 marketing 19 llama 19 time-series 19 saas 19 nextjs 19 youtube 19 reasoning 19 foundation-models 19 awsome 19 backend 18 curated 18 startup 18 bugbounty 18 bash 18 aigc 18 chatbot 18 reverse-engineering 18 representation-learning 18 graphql 18 stable-diffusion 18 analytics 17 containers 17 algorithm 17 monitoring 17 cloud-native 17 transformers 17 decentralized 17 generative-art 17 optimization 17 code 17 cheatsheet 17 knowledge 17 networking 16 nerf 16 claude 16 webgl 16 seo 16 image-processing 16 microservices 16 beginner-friendly 16 big-data 16 language 16 bert 16 articles 16 animation 15 agentic-ai 15 cms 15 detection 15 readme 15 technology 15 command-line 15 prompt 15 ros 15 deepseek 15 data-engineering 15 pentest 15 dart 15 mysql 15 android-development 15 autonomous-vehicles 15 open-data 15 resource 15 graphics 15 selfhosted 14 art 14 code-generation 14 p2p 14 leetcode 14 icons 14 react-components 14 performance 14 webassembly 14 oss 14 foss 14 terminal 14 devsecops 14 android-library 14 awesome-ai 14 diffusion 14 telegram 14 text-to-image 14 mac 14 laravel 14 vscode 14 node 14 videos 14 finance 14 distributed-systems 14 recommender-system 14 language-model 14 multimodal-deep-learning 14 vuejs 14 mcp-server 13 quantum-computing 13 wordpress 13 podcast 13 microservice 13 developer 13 transfer-learning 13 cross-platform 13 fuzzing 13 vlm 13 wasm 13 plugins 13 dotnet-core 13 generative-adversarial-network 13 search 13 interview-questions 13 generative-model 13 embodied-ai 13 gis 13 application 13 pose-estimation 13 remote-sensing 13 malware-analysis 13 postgresql 13 deep-reinforcement-learning 13 frameworks 13 evm 13 unicorns 13 swiftui 13 image-generation 13 large-language-model 13 speech-recognition 13 webdevelopment 13 multimodal-large-language-models 13 mllm 12 rails 12 rag 12 gaming 12 graphics-programming 12 discord 12 multimodal-learning 12 sustainability 12 anomaly-detection 12 chain-of-thought 12 claude-code 12 infrastructure-as-code 12 storage 12 static-site-generator 12 elasticsearch 12 ui-design 12 vision-language-model 12 webapp 12 svelte 12 video-generation 12 npm 12 es6 12 search-engine 12 anthropic 12 datascience 12 guide 12 prompts 12 image 12 dapp 12 vision-and-language 12 static-analysis 12 vibe-coding 12 gan 12 pwa 12 front-end-development 11 planning 11 utilities 11 book 11 few-shot-learning 11 ctf 11 webpack 11 automl 11 workflow 11 open-science 11 article 11 font 11 benchmark 11 climate-change 11 free-software 11 google 11 design-systems 11 rl 11 3d-graphics 11 threat-intelligence 11 point-cloud 11 programming-languages 11 hosting 11 cvpr 11 creative-coding 11 unity3d 11 writing 11 databases 11 rest-api 11 ux 11 ecommerce 11 cuda 11 course 11 yolo 11 haskell 11 authentication 11 hacktoberfest2020 11 question-answering 11 objective-c 11 system-design 11 sysadmin 11 quantization 10 model-compression 10 vr 10 applications 10 speech-processing 10 golang-library 10 3d-reconstruction 10 text-mining 10 social-network 10 ai-agent 10 semantic-web 10 functional-programming 10 deepseek-r1 10 webdesign 10 network 10 hacking-tools 10 time-series-analysis 10 bookmarks 10 management 10 cyber-security 10 android-application 10 android-app 10 arduino 10 operating-system 10 edge-computing 10 bug-bounty 10 semantic-segmentation 10 langchain 10 gemini 10 students 10 test-automation 10 hacktoberfest2021 10 anime 10 podcasts 10 ide 10 neuroscience 10 fpga 10 web-design 10 interview-preparation 10 knowledge-base 10 reading-list 10 in-context-learning 10 movies 10 cv 10 explainable-ai 10 solana 10 jupyter-notebook 10 ansible 10 malware 10 augmented-reality 10 templates 10 interpretability 10 unsupervised-learning 10 geospatial 10 bot 10 docs 10 xai 10 medical-imaging 10 email 10 machine-learning-algorithms 10 flutter-apps 10 webdev 9 sentiment-analysis 9 webcomponents 9 classification 9 software-architecture 9 websites 9 json 9 elixir 9 math 9 blogging 9 exploit 9 chrome 9 gpu 9 redis 9 shell 9 swift-library 9