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"unsupervised-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

12,307 stars
2,027 forks
63 projects

Last updated: 26 Sep 2025

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

awesome-list domain-adaptation paper transfer-learning unsupervised-learning

1,757 stars
306 forks
143 projects

Last updated: 21 Sep 2025

awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning

1,406 stars
167 forks
76 projects

Last updated: 30 Apr 2025

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

deep-learning hacktoberfest-accepted representation-learning self-supervised-learning transfer-learning unsupervised-learning

1,289 stars
128 forks
87 projects

Last updated: 15 Sep 2025

awesome-time-series-segmentation-papers

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

anomaly-detection awesome awesome-list change-point-detection data-mining data-science dataset deep-learning machine-learning motion-capture

532 stars
12 forks
132 projects

Last updated: 07 Oct 2025

awesome-state-of-depth-completion

Current state of supervised and unsupervised depth completion methods

3d-reconstruction 3d-vision awesome benchmark computer-vision depth-completion kitti machine-learning self-supervised-learning supervised-learning

487 stars
24 forks
71 projects

Last updated: 22 Sep 2025

awesome-foundation-models-on-graphs

A collection of graph foundation models including papers, codes, and datasets.

data-augmentation deep-learning few-shot-learning foundation-models graph-classification graph-foundation-model graph-neural-networks graph-representation-learning knowlege-graph link-prediction

115 stars
10 forks
242 projects

Last updated: 12 Oct 2025

DeepLearning

A collection of research papers, datasets and software on Deep Learning

awesome-list best-practices computer-vision deep-learning machine-learning neural-network neural-networks papers research supervised-learning

30 stars
7 forks
307 projects

Last updated: 27 Mar 2025

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

awesome awesome-list bert cross-lingual embedding-models language-mdoel natural-language nlp pretrained pretrained-models

6 stars
0 forks
204 projects

Last updated: 29 Jul 2025

awesome-unsupervised-imaging

Resources for solving imaging inverse problems using deep learning without ground truth

awesome-list computational-imaging deep-learning inverse-problems medical-imaging unsupervised-learning

1 stars
0 forks
36 projects

Last updated: 15 Dec 2024

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web3 43 html 43 development 43 gpt 42 github 42 developer-tools 42 data 42 exercises 41 security-tools 41 cryptocurrency 41 typescript 40 vue 39 data-visualization 39 gamedev 38 opensource 38 documentation 37 docker 36 collections 36 ml 35 database 35 software 35 generative-ai 34 research 34 web-development 33 reactjs 33 aws 33 iot 33 courses 33 paper-list 33 neural-network 33 automation 32 testing 32 framework 32 diffusion-models 31 game 31 projects 30 graph-neural-networks 30 hardware 29 algorithms 29 ruby 29 community 29 cpp 29 solidity 29 video 29 productivity 29 games 28 libraries 28 flutter 28 architecture 28 transformer 28 smart-contracts 27 tensorflow 27 agent 27 bioinformatics 27 links 27 dotnet 27 api 27 windows 26 crypto 26 csharp 26 multimodal 26 react-native 26 software-engineering 26 mcp 26 defi 25 angular 25 music 25 computer-graphics 25 object-detection 24 microsoft 24 penetration-testing 24 science 24 pytorch 24 slam 24 osint 24 git 24 pentesting 24 django 24 self-supervised-learning 24 engineering 23 awsome-list 23 coding 23 r 23 serverless 23 unity 23 embedded 23 markdown 23 hacktoberfest-accepted 23 cryptography 23 library 23 mobile 22 python3 22 roadmap 22 sql 22 ai-agents 22 neural-networks 22 ui 22 gpt-4 22 self-hosted 22 prompt-engineering 22 mathematics 22 best-practices 22 data-analysis 22 game-engine 22 infosec 22 blog 21 startups 21 gpt-3 21 visualization 21 free-tutorials 21 knowledge-graph 21 kotlin 21 awesomeness 21 audio 21 cli 21 opendata 21 3d 21 segmentation 21 interview 21 apple 21 chinese 20 jobs 20 federated-learning 20 cloud-computing 20 programming-language 20 youtube 20 website 20 blogs 20 guidelines 20 c 20 learning-resources 20 mlops 20 autonomous-driving 20 apps 20 azure 20 awsome 20 deeplearning 20 data-mining 20 ai-tools 19 agents 19 reasoning 19 saas 19 graph 19 statistics 19 marketing 19 chatbot 19 foundation-models 19 js 19 raspberry-pi 19 time-series 19 machinelearning 18 aigc 18 representation-learning 18 reverse-engineering 18 nextjs 18 front-end 18 bugbounty 18 startup 18 curated 18 llama 18 bash 18 graphql 18 cloud-native 17 software-development 17 generative-art 17 image-processing 17 stable-diffusion 17 decentralized 17 backend 17 cheatsheet 17 language 17 code 17 containers 17 optimization 17 knowledge 17 algorithm 17 transformers 17 networking 16 articles 16 big-data 16 seo 16 microservices 16 bert 16 analytics 16 webgl 16 nerf 16 cms 16 data-structures 16 mysql 15 technology 15 icons 15 pentest 15 readme 15 graphics 15 ros 15 open-data 15 autonomous-vehicles 15 detection 15 animation 15 dart 15 resource 15 monitoring 15 vuejs 14 p2p 14 node 14 oss 14 finance 14 diffusion 14 webassembly 14 code-generation 14 distributed-systems 14 videos 14 selfhosted 14 large-language-model 14 unicorns 14 devsecops 14 language-model 14 android-library 14 react-components 14 awesome-ai 14 performance 14 prompt 14 deepseek 14 art 14 foss 14 mac 14 telegram 14 multimodal-deep-learning 14 terminal 14 recommender-system 14 data-engineering 14 android-development 14 deep-reinforcement-learning 13 dotnet-core 13 swiftui 13 plugins 13 quantum-computing 13 search 13 command-line 13 vscode 13 postgresql 13 podcast 13 generative-adversarial-network 13 multimodal-large-language-models 13 frameworks 13 pose-estimation 13 transfer-learning 13 evm 13 text-to-image 13 malware-analysis 13 microservice 13 remote-sensing 13 fuzzing 13 gis 13 webdevelopment 13 embodied-ai 13 agentic-ai 13 wordpress 13 laravel 13 speech-recognition 13 guide 12 mcp-server 12 npm 12 sustainability 12 font 12 storage 12 image 12 multimodal-learning 12 cross-platform 12 pwa 12 leetcode 12 webapp 12 chain-of-thought 12 static-analysis 12 elasticsearch 12 vlm 12 video-generation 12 rag 12 image-generation 12 dapp 12 anomaly-detection 12 interview-questions 12 discord 12 rails 12 static-site-generator 12 wasm 12 search-engine 12 gan 12 generative-model 12 graphics-programming 12 es6 12 gaming 12 svelte 12 automl 11 point-cloud 11 yolo 11 ui-design 11 application 11 objective-c 11 claude 11 rest-api 11 databases 11 course 11 vibe-coding 11 google 11 ux 11 design-systems 11 programming-languages 11 webpack 11 creative-coding 11 3d-graphics 11 cvpr 11 vision-and-language 11 hacktoberfest2020 11 unity3d 11 free-software 11 planning 11 front-end-development 11 cuda 11 climate-change 11 ctf 11 ecommerce 11 infrastructure-as-code 11 mllm 11 open-science 11 beginner-friendly 11 rl 11 benchmark 11 book 11 article 11 question-answering 11 developer 11 few-shot-learning 11 hosting 11 threat-intelligence 11 sysadmin 11 haskell 11 prompts 10 docs 10 operating-system 10 fpga 10 geospatial 10 semantic-segmentation 10 webdesign 10 social-network 10 solana 10 explainable-ai 10 movies 10 time-series-analysis 10 3d-reconstruction 10 augmented-reality 10 templates 10 bookmarks 10 utilities 10 bot 10 cyber-security 10 unsupervised-learning 10 android-app 10 bug-bounty 10 malware 10 speech-processing 10 ide 10 deepseek-r1 10 reading-list 10 ansible 10 in-context-learning 10 functional-programming 10 authentication 10 cv 10 medical-imaging 10 machine-learning-algorithms 10 text-mining 10 chatgpt-api 10 golang-library 10 gpts 10 podcasts 10 arduino 10 vr 10 vision-language-model 10 network 10 hacktoberfest2021 10 datascience 10 model-compression 10 flutter-apps 10 hacking-tools 10 interpretability 10 langchain 10 writing 10 semantic-web 10 students 10 system-design 10 management 10 workflow 10 android-application 10 neuroscience 10 sentiment-analysis 9 xai 9 simulation 9 fairness 9 infrastructure 9 edge-computing 9 llmops 9 anime 9 material-design 9 reddit 9 sre 9 blockchain-technology 9 trading 9 indonesia 9 minecraft 9 conference 9 arkit 9 websites 9 microservices-architecture 9 webdev 9 alternatives 9 blogging 9 anthropic 9 linux-desktop 9 flutter-examples 9 test-automation 9 math 9 data-analytics 9 reference 9