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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

11,783 stars
1,964 forks
168 projects

Last updated: 12 Apr 2025

awesome-transfer-learning

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

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

1,744 stars
303 forks
143 projects

Last updated: 09 Apr 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

1,401 stars
167 forks
76 projects

Last updated: 08 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

1,266 stars
126 forks
87 projects

Last updated: 14 Apr 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

461 stars
10 forks
114 projects

Last updated: 10 Apr 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

460 stars
24 forks
71 projects

Last updated: 10 Apr 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

4 stars
0 forks
204 projects

Last updated: 12 Jan 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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cloud 42 web3 42 development 41 exercises 40 security-tools 40 gpt 40 data 40 opensource 40 free 39 vue 39 data-visualization 38 tutorials 38 gamedev 38 docker 37 typescript 36 github 35 collections 35 developer-tools 35 database 34 llms 34 reactjs 33 paper-list 33 documentation 33 neural-network 33 research 33 framework 32 aws 32 automation 32 iot 32 game 31 software 31 ruby 30 hardware 30 ml 29 testing 29 community 29 cpp 29 video 28 algorithms 28 solidity 28 graph-neural-networks 28 games 28 flutter 28 architecture 28 transformer 27 web-development 27 tensorflow 27 libraries 27 smart-contracts 27 generative-ai 27 csharp 26 windows 26 bioinformatics 26 links 26 react-native 26 dotnet 26 music 25 software-engineering 25 api 25 git 25 crypto 25 defi 24 diffusion-models 24 pentesting 24 penetration-testing 24 computer-graphics 24 angular 24 django 24 science 24 agent 23 pytorch 23 library 23 embedded 23 unity 23 self-supervised-learning 23 r 23 awsome-list 22 game-engine 22 coding 22 self-hosted 22 best-practices 22 object-detection 22 markdown 22 cryptography 22 productivity 22 youtube 22 gpt-3 22 gpt-4 22 infosec 22 microsoft 22 projects 21 osint 21 ui 21 knowledge-graph 21 apple 21 serverless 21 awesomeness 21 engineering 21 kotlin 21 data-analysis 21 hacktoberfest-accepted 21 neural-networks 21 mobile 21 roadmap 20 segmentation 20 startups 20 cloud-computing 20 programming-language 20 opendata 20 c 20 multimodal 20 mathematics 20 website 20 visualization 20 data-mining 20 audio 20 apps 20 python3 20 slam 20 guidelines 19 graph 19 raspberry-pi 19 deeplearning 19 federated-learning 19 azure 19 sql 19 awsome 19 jobs 19 3d 19 front-end 18 chatbot 18 blog 18 startup 18 chinese 18 time-series 18 blogs 18 marketing 18 cli 18 graphql 18 prompt-engineering 18 js 18 machinelearning 18 bash 18 llama 18 bugbounty 18 interview 18 language 17 algorithm 17 containers 17 knowledge 17 nextjs 17 saas 17 code 17 cheatsheet 17 autonomous-driving 17 generative-art 17 decentralized 17 statistics 17 representation-learning 17 curated 17 mlops 16 networking 16 optimization 16 articles 16 stable-diffusion 16 bert 16 webgl 16 resource 16 image-processing 16 data-structures 16 aigc 16 microservices 16 learning-resources 16 foundation-models 16 analytics 16 autonomous-vehicles 15 pentest 15 detection 15 technology 15 monitoring 15 graphics 15 devsecops 15 distributed-systems 15 big-data 15 cloud-native 15 software-development 15 ros 15 reverse-engineering 15 nerf 15 transformers 15 animation 14 telegram 14 android-development 14 terminal 14 icons 14 android-library 14 node 14 recommender-system 14 readme 14 react-components 14 speech-recognition 14 selfhosted 14 mac 14 vuejs 14 webassembly 14 data-engineering 14 mysql 14 dart 14 prompt 14 seo 14 performance 14 multimodal-deep-learning 14 backend 14 remote-sensing 13 pose-estimation 13 evm 13 mcp 13 open-data 13 podcast 13 foss 13 dotnet-core 13 art 13 generative-adversarial-network 13 unicorns 13 finance 13 laravel 13 deep-reinforcement-learning 13 p2p 13 command-line 13 swiftui 13 microservice 13 elasticsearch 13 guide 13 gis 13 transfer-learning 12 graphics-programming 12 wordpress 12 postgresql 12 cms 12 videos 12 discord 12 gan 12 plugins 12 ecommerce 12 objective-c 12 wasm 12 font 12 search 12 point-cloud 12 svelte 12 malware-analysis 12 es6 12 large-language-model 12 static-analysis 12 frameworks 12 storage 12 search-engine 12 fuzzing 12 dapp 12 pwa 12 image 12 ai-agents 12 gaming 12 language-model 12 rails 12 oss 12 webapp 11 vscode 11 quantum-computing 11 reasoning 11 free-software 11 leetcode 11 anomaly-detection 11 beginner-friendly 11 front-end-development 11 sustainability 11 multimodal-learning 11 hacktoberfest2020 11 programming-languages 11 course 11 question-answering 11 sysadmin 11 unity3d 11 text-to-image 11 databases 11 design-systems 11 ctf 11 ui-design 11 3d-graphics 11 vision-and-language 11 creative-coding 11 bookmarks 11 planning 11 speech-processing 11 webpack 11 network 11 cross-platform 11 cvpr 11 npm 11 application 11 ansible 11 open-science 11 automl 11 writing 10 webdevelopment 10 image-generation 10 edge-computing 10 deepseek 10 gpu 10 unsupervised-learning 10 movies 10 infrastructure-as-code 10 gpts 10 guides 10 agents 10 operating-system 10 hacking-tools 10 bot 10 machine-learning-algorithms 10 text-mining 10 hosting 10 geospatial 10 indonesia 10 haskell 10 vr 10 cv 10 android-app 10 cuda 10 reading-list 10 flutter-apps 10 management 10 yolo 10 diffusion 10 threat-intelligence 10 chatgpt-api 10 interpretability 10 time-series-analysis 10 rag 10 semantic-web 10 code-generation 10 benchmark 10 model-compression 10 students 10 docs 10 arduino 10 golang-library 10 android-application 10 datascience 10 developer 10 hacktoberfest2021 10 interview-questions 10 rest-api 10 climate-change 10 medical-imaging 10 authentication 10 ionic 9 applications 9 reddit 9 erlang 9 swift-library 9 malware 9 solana 9 websites 9 cyber-security 9 blockchain-technology 9 ide 9 system-design 9 conference 9 ros2 9 unix 9 neuroscience 9 chain-of-thought 9 electronics 9 augmented-reality 9 social-network 9 fairness 9 flutter-examples 9 video-generation 9 microservices-architecture 9 static-site-generator 9 trading 9 webcomponents 9 simulation 9 anime 9 chrome 9 3d-reconstruction 9 exploit 9 jupyter-notebook 9 email 9 fpga 9 semantic-segmentation 9 privacy-tools 9 explainable-ai 9 cicd 9 leadership 9 bug-bounty 9 mobile-development 9 material-design 9 podcasts 9 arkit 9 article 9 in-context-learning 9 knowledge-base 9 shell 9 sre 9 google 9 flask 9 news 9 ux 9 quantization 9 math 9 sentiment-analysis 9 book 9 few-shot-learning 9 reference 9 classification 9 virtual-reality 8 data-analytics 8 game-design 8 vision-transformer 8 pruning 8 embedded-systems 8 llmops 8 physics 8 korean 8