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"statistical-learning" Awesome Lists

awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

ai artificial-intelligence deep-learning intelligent-machines intelligent-systems machine-intelligence machine-learning neural-network reinforcement-learning statistical-learning

11,847 stars
1,979 forks
168 projects

Last updated: 07 May 2025

awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

cart catboost classification-model classification-trees classifier decision-tree decision-tree-classifier decision-tree-learning decision-tree-model ensemble-learning

2,398 stars
342 forks
423 projects

Last updated: 17 Apr 2025

awesome-machine-learning

:book: List of some awesome university courses for Machine Learning! Feel free to contribute!

computer-vision deep-learning machine-learning natural-language-processing statistical-learning

137 stars
46 forks
132 projects

Last updated: 28 Nov 2024

awesome-ai

Awesome list for all things AI, ML and deep learning

artificial-intelligence awesome-list bioinformatics deep-learning machine-learning natural-language-processing network-analysis statistical-learning

56 stars
7 forks
59 projects

Last updated: 27 Mar 2025

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cloud 42 web3 42 security-tools 41 development 41 cryptocurrency 41 data 41 gpt 40 vue 39 data-visualization 39 gamedev 38 opensource 38 docker 37 llms 37 github 37 typescript 37 collections 36 developer-tools 36 documentation 35 courses 35 database 34 paper-list 33 research 33 reactjs 33 neural-network 33 automation 32 iot 32 framework 32 aws 32 software 32 game 31 ml 30 projects 30 hardware 29 ruby 29 transformer 29 testing 29 community 29 cpp 28 solidity 28 flutter 28 generative-ai 28 algorithms 28 web-development 28 architecture 28 video 28 graph-neural-networks 28 games 28 libraries 27 smart-contracts 27 tensorflow 27 bioinformatics 26 dotnet 26 csharp 26 api 26 free-tutorials 26 links 26 react-native 26 windows 26 git 25 software-engineering 25 crypto 25 music 25 defi 24 angular 24 computer-graphics 24 science 24 agent 24 pytorch 24 productivity 24 penetration-testing 24 pentesting 24 diffusion-models 24 object-detection 24 self-supervised-learning 23 embedded 23 library 23 django 23 r 23 unity 23 gpt-4 22 awsome-list 22 infosec 22 markdown 22 microsoft 22 mobile 22 osint 22 serverless 22 best-practices 22 game-engine 22 gpt-3 22 cryptography 22 apple 21 knowledge-graph 21 engineering 21 self-hosted 21 coding 21 awesomeness 21 ui 21 neural-networks 21 hacktoberfest-accepted 21 multimodal 21 data-analysis 21 python3 21 kotlin 21 audio 20 segmentation 20 website 20 slam 20 cloud-computing 20 programming-language 20 youtube 20 data-mining 20 visualization 20 opendata 20 startups 20 mathematics 20 roadmap 20 prompt-engineering 19 sql 19 awsome 19 jobs 19 graph 19 chinese 19 azure 19 deeplearning 19 federated-learning 19 apps 19 interview 19 3d 19 guidelines 19 raspberry-pi 19 c 19 time-series 18 machinelearning 18 bash 18 marketing 18 blogs 18 js 18 chatbot 18 front-end 18 mcp 18 blog 18 llama 18 cli 18 bugbounty 18 graphql 18 saas 18 decentralized 17 representation-learning 17 learning-resources 17 generative-art 17 optimization 17 containers 17 startup 17 nextjs 17 mlops 17 knowledge 17 algorithm 17 stable-diffusion 17 foundation-models 17 aigc 17 language 17 microservices 17 curated 17 code 17 statistics 17 autonomous-driving 16 cheatsheet 16 bert 16 webgl 16 image-processing 16 networking 16 data-structures 16 analytics 16 articles 16 software-development 15 nerf 15 ros 15 reverse-engineering 15 transformers 15 seo 15 cloud-native 15 monitoring 15 readme 15 resource 15 autonomous-vehicles 15 detection 15 pentest 15 graphics 15 big-data 15 technology 15 android-library 14 webassembly 14 p2p 14 android-development 14 large-language-model 14 vuejs 14 prompt 14 react-components 14 distributed-systems 14 data-engineering 14 performance 14 telegram 14 mysql 14 terminal 14 icons 14 animation 14 recommender-system 14 mac 14 devsecops 14 selfhosted 14 multimodal-deep-learning 14 backend 14 dart 14 ai-agents 14 node 14 agents 13 deep-reinforcement-learning 13 dotnet-core 13 microservice 13 laravel 13 swiftui 13 plugins 13 command-line 13 guide 13 gis 13 speech-recognition 13 reasoning 13 art 13 unicorns 13 evm 13 remote-sensing 13 rails 13 finance 13 generative-adversarial-network 13 open-data 13 foss 13 pose-estimation 13 search 13 podcast 13 elasticsearch 13 dapp 12 quantum-computing 12 wasm 12 malware-analysis 12 pwa 12 es6 12 gan 12 graphics-programming 12 font 12 language-model 12 videos 12 leetcode 12 anomaly-detection 12 oss 12 fuzzing 12 postgresql 12 gaming 12 image 12 storage 12 text-to-image 12 ecommerce 12 search-engine 12 cms 12 transfer-learning 12 static-analysis 12 discord 12 wordpress 12 frameworks 12 svelte 12 vision-and-language 11 hacktoberfest2020 11 planning 11 automl 11 npm 11 free-software 11 cross-platform 11 objective-c 11 multimodal-learning 11 sysadmin 11 databases 11 programming-languages 11 rest-api 11 webpack 11 ctf 11 vscode 11 bookmarks 11 sustainability 11 3d-graphics 11 network 11 creative-coding 11 point-cloud 11 course 11 cuda 11 yolo 11 ui-design 11 front-end-development 11 design-systems 11 unity3d 11 webapp 11 beginner-friendly 11 cvpr 11 open-science 11 question-answering 11 code-generation 11 deepseek 11 application 11 unsupervised-learning 10 geospatial 10 docs 10 datascience 10 authentication 10 indonesia 10 model-compression 10 machine-learning-algorithms 10 flutter-apps 10 golang-library 10 developer 10 android-application 10 hosting 10 vr 10 speech-processing 10 hacking-tools 10 android-app 10 gpu 10 webdevelopment 10 operating-system 10 ansible 10 arduino 10 gpts 10 writing 10 image-generation 10 interpretability 10 semantic-web 10 cv 10 haskell 10 time-series-analysis 10 movies 10 reading-list 10 benchmark 10 hacktoberfest2021 10 edge-computing 10 threat-intelligence 10 medical-imaging 10 students 10 diffusion 10 rag 10 fpga 10 solana 10 management 10 chatgpt-api 10 guides 10 interview-questions 10 text-mining 10 bot 10 climate-change 10 article 9 material-design 9 applications 9 microservices-architecture 9 explainable-ai 9 vlm 9 semantic-segmentation 9 profile 9 bug-bounty 9 chain-of-thought 9 conference 9 websites 9 awesome-ai 9 jupyter-notebook 9 ionic 9 math 9 trading 9 book 9 simulation 9 linux-desktop 9 flask 9 shell 9 infrastructure-as-code 9 augmented-reality 9 leadership 9 podcasts 9 privacy-tools 9 elixir 9 reddit 9 google 9 few-shot-learning 9 social-network 9 ux 9 blockchain-technology 9 sre 9 ide 9 exploit 9 anime 9 news 9 video-generation 9 malware 9 swift-library 9 system-design 9 generative-model 9 python-library 9 in-context-learning 9 arkit 9 multimodal-large-language-models 9 reference 9 knowledge-base 9 cyber-security 9 fairness 9 webcomponents 9 flutter-examples 9 mobile-development 9 email 9 chrome 9 quantization 9 unix 9 utilities 9 3d-reconstruction 9 sentiment-analysis 9 mcp-server 9 erlang 9 classification 9 neuroscience 9 static-site-generator 9 minecraft 8