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

6,650 stars
490 forks
58 projects

Last updated: 12 Apr 2025

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

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

4,068 stars
565 forks
297 projects

Last updated: 30 Oct 2024

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

2,198 stars
443 forks
350 projects

Last updated: 09 Apr 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: 08 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

1,526 stars
363 forks
95 projects

Last updated: 22 Mar 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

1,268 stars
135 forks
195 projects

Last updated: 20 May 2024

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

1,064 stars
112 forks
353 projects

Last updated: 09 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

853 stars
179 forks
33 projects

Last updated: 09 Apr 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

826 stars
60 forks
55 projects

Last updated: 10 Apr 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

177 stars
16 forks
40 projects

Last updated: 14 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

160 stars
16 forks
76 projects

Last updated: 10 Apr 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

126 stars
4 forks
34 projects

Last updated: 27 Mar 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

97 stars
29 forks
545 projects

Last updated: 14 Apr 2025

awesome-data-valuation

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

ai data-valuation market ml

85 stars
10 forks
104 projects

Last updated: 12 May 2024

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-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

54 stars
4 forks
84 projects

Last updated: 03 Mar 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

54 stars
8 forks
50 projects

Last updated: 22 Dec 2023

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

51 stars
5 forks
45 projects

Last updated: 05 Apr 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

33 stars
3 forks
62 projects

Last updated: 26 Oct 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-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

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

15 stars
3 forks
189 projects

Last updated: 30 Mar 2025

awesome-ai-market-maps

An Awesome List of 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

6 stars
0 forks
168 projects

Last updated: 14 Apr 2025

practice-ml-programming-courses

Machine Learning Programming Courses | This repo collects 10 of programming courses for Machine Learning. Machine Learning is transforming industries across the globe. This Skill Tree presents a systematic approach to learning ML concepts and techniques. Designed for beginners, it provides a clea...

awesome awesome-list courses exercises hands-on labex ml programming

2 stars
0 forks
35 projects

Last updated: 10 Mar 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

0 stars
0 forks
75 projects

Last updated: 13 Jun 2024

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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deep-neural-networks 42 cloud 41 development 41 exercises 40 data 40 gpt 40 opensource 40 free 39 vue 38 tutorials 38 typescript 37 data-visualization 37 gamedev 36 docker 36 github 35 developer-tools 34 llms 34 documentation 34 database 34 research 33 collections 33 paper-list 33 iot 32 reactjs 32 automation 32 aws 32 framework 31 software 31 neural-network 31 game 30 hardware 30 testing 29 community 29 cpp 29 ruby 29 smart-contracts 28 solidity 28 video 28 ml 28 libraries 28 generative-ai 28 algorithms 28 architecture 28 graph-neural-networks 28 tensorflow 27 transformer 27 flutter 27 web-development 26 links 26 bioinformatics 26 games 26 windows 26 dotnet 25 csharp 25 crypto 25 defi 25 software-engineering 25 music 25 api 25 git 25 penetration-testing 24 angular 24 pentesting 24 diffusion-models 24 react-native 24 unity 24 computer-graphics 24 django 24 embedded 23 cryptography 23 science 23 pytorch 23 self-supervised-learning 23 infosec 22 library 22 r 22 self-hosted 22 productivity 22 object-detection 22 kotlin 22 microsoft 22 awsome-list 22 gpt-3 22 gpt-4 22 markdown 22 youtube 22 best-practices 22 hacktoberfest-accepted 21 engineering 21 projects 21 awesomeness 21 osint 21 coding 21 agent 21 apple 21 audio 21 knowledge-graph 21 data-analysis 21 visualization 21 opendata 20 roadmap 20 apps 20 segmentation 20 startups 20 slam 20 neural-networks 20 game-engine 20 cloud-computing 20 c 20 mathematics 20 programming-language 20 multimodal 20 ui 20 serverless 20 website 19 azure 19 guidelines 19 prompt-engineering 19 data-mining 19 federated-learning 19 mobile 19 python3 19 graph 19 3d 19 sql 19 awsome 19 jobs 19 blogs 18 front-end 18 time-series 18 chatbot 18 startup 18 graphql 18 deeplearning 18 blog 18 bugbounty 18 marketing 18 interview 18 chinese 18 raspberry-pi 18 llama 18 containers 17 autonomous-driving 17 bash 17 decentralized 17 representation-learning 17 language 17 saas 17 cli 17 algorithm 17 generative-art 17 nextjs 17 knowledge 17 code 17 mlops 16 learning-resources 16 networking 16 foundation-models 16 data-structures 16 microservices 16 image-processing 16 resource 16 bert 16 statistics 16 cheatsheet 16 aigc 16 articles 16 optimization 16 machinelearning 16 curated 16 webgl 16 stable-diffusion 16 distributed-systems 15 autonomous-vehicles 15 pentest 15 graphics 15 reverse-engineering 15 devsecops 15 software-development 15 monitoring 15 analytics 15 technology 15 nerf 15 detection 15 ros 15 cloud-native 15 transformers 15 big-data 15 terminal 14 performance 14 react-components 14 multimodal-deep-learning 14 data-engineering 14 selfhosted 14 telegram 14 prompt 14 mysql 14 animation 14 recommender-system 14 readme 14 dart 14 icons 14 vuejs 14 backend 14 mac 14 speech-recognition 14 dotnet-core 13 android-library 13 malware-analysis 13 mcp 13 node 13 guide 13 webassembly 13 generative-adversarial-network 13 microservice 13 pose-estimation 13 p2p 13 remote-sensing 13 dapp 13 evm 13 unicorns 13 swiftui 13 finance 13 gis 13 seo 13 open-data 13 foss 13 deep-reinforcement-learning 13 ecommerce 12 image 12 graphics-programming 12 discord 12 beginner-friendly 12 search-engine 12 postgresql 12 rails 12 transfer-learning 12 svelte 12 podcast 12 vision-and-language 12 cms 12 gaming 12 elasticsearch 12 font 12 gan 12 pwa 12 command-line 12 storage 12 videos 12 reasoning 12 android-development 12 wordpress 12 point-cloud 12 laravel 12 search 12 objective-c 12 language-model 12 large-language-model 12 oss 12 art 12 fuzzing 12 planning 12 plugins 12 application 11 haskell 11 static-analysis 11 leetcode 11 design-systems 11 ui-design 11 webpack 11 course 11 front-end-development 11 anomaly-detection 11 automl 11 vscode 11 quantum-computing 11 sustainability 11 unity3d 11 ansible 11 programming-languages 11 js 11 open-science 11 network 11 wasm 11 3d-graphics 11 question-answering 11 speech-processing 11 databases 11 sysadmin 11 ai-agents 11 multimodal-learning 11 hacktoberfest2020 11 frameworks 11 bookmarks 11 free-software 11 text-to-image 11 creative-coding 11 cvpr 11 benchmark 10 medical-imaging 10 chatgpt-api 10 semantic-web 10 edge-computing 10 datascience 10 hacktoberfest2021 10 cuda 10 deepseek 10 geospatial 10 hosting 10 text-mining 10 diffusion 10 npm 10 authentication 10 code-generation 10 writing 10 vr 10 cv 10 bot 10 hacking-tools 10 blockchain-technology 10 developer 10 climate-change 10 yolo 10 rest-api 10 interpretability 10 cross-platform 10 students 10 infrastructure-as-code 10 indonesia 10 gpu 10 model-compression 10 malware 10 image-generation 10 docs 10 unsupervised-learning 10 explainable-ai 10 interview-questions 10 ctf 10 operating-system 10 rag 10 movies 10 time-series-analysis 10 arduino 10 golang-library 10 privacy-tools 10 threat-intelligence 10 management 10 guides 10 reading-list 10 gpts 10 social-network 9 sre 9 microservices-architecture 9 leadership 9 few-shot-learning 9 ide 9 article 9 sentiment-analysis 9 video-generation 9 3d-reconstruction 9 ionic 9 static-site-generator 9 erlang 9 flask 9 jupyter-notebook 9 cyber-security 9 in-context-learning 9 bug-bounty 9 webapp 9 neuroscience 9 exploit 9 classification 9 knowledge-base 9 augmented-reality 9 chain-of-thought 9 math 9 android-app 9 android-application 9 conference 9 trading 9 simulation 9 quantization 9 google 9 machine-learning-algorithms 9 flutter-apps 9 applications 9 reddit 9 solana 9 anime 9 fpga 9 swift-library 9 ux 9 news 9 agents 9 unix 9 electronics 9 semantic-segmentation 9 ros2 9 reference 9 cicd 9 email 9 fairness 9 arkit 9 websites 9 webcomponents 9 system-design 9 book 9 material-design 8 spark 8 minecraft 8 tracking 8 btc 8 virtual-reality 8 ubuntu 8 unreal-engine 8 dfir 8 flutter-examples 8 self-driving-car 8 chemistry 8 lidar 8 llmops 8 distributed-database 8 profile 8 healthcare 8