An open API service indexing awesome lists of open source software.

"representation-learning" Awesome Lists

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing reading-list reinforcement-learning representation-learning robotics

6,396 stars
875 forks
480 projects

Last updated: 24 Apr 2025

awesome-network-embedding

A curated list of network embedding techniques.

graph-embeddings knowledge-graph network-embedding representation-learning

2,608 stars
503 forks
202 projects

Last updated: 27 Mar 2025

knowledge-graphs

A collection of research on knowledge graphs

commonsense cross-modal dialogue-systems information-retrieval knowledge-graph knowledge-graph-completion meta-relational-learning natural-language-processing ner paper

1,737 stars
295 forks
42 projects

Last updated: 24 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

1,406 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

1,266 stars
126 forks
87 projects

Last updated: 14 Apr 2025

Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering

903 stars
142 forks
207 projects

Last updated: 26 Apr 2025

awesome-protein-representation-learning

Awesome Protein Representation Learning

protein-embedding protein-modeling protein-representation-learning protein-sequences representation-learning

669 stars
72 forks
241 projects

Last updated: 08 Jun 2025

Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

awesome-list awesome-mim bert computer-vision deep-learning generative-models gpt mae masked-autoencoder masked-image-modeling

327 stars
16 forks
485 projects

Last updated: 05 May 2025

awesome-vqvae

A collection of resources and papers on Vector Quantized Variational Autoencoder (VQ-VAE) and its application

artificial-intelligence machine-learning representation-learning variational-autoencoder vq-vae

277 stars
10 forks
62 projects

Last updated: 01 May 2025

awesome-visual-representation-learning-with-transformers

Awesome Transformers (self-attention) in Computer Vision

awesome-list computer-vision representation-learning self-attention transformers vision-transformer

270 stars
38 forks
57 projects

Last updated: 07 Apr 2025

Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

ai4earth ai4science climate climate-change dataset deep-learning foundation-models large-language-models largemodel machine-learning

224 stars
32 forks
184 projects

Last updated: 24 Apr 2025

awesome-deep-time-series-representations

A curated list of state-of-the-art papers on deep learning for universal representations of time series.

deep-learning representation-learning survey-paper time-series time-series-analysis

164 stars
15 forks
270 projects

Last updated: 22 Apr 2025

awesome-video-self-supervised-learning

A curated list of awesome self-supervised learning methods in videos

artificial-intelligence awesome-list computer-vision deep-learning machine-learning representation-learning self-supervised-learning video video-analysis

137 stars
4 forks
344 projects

Last updated: 30 Apr 2025

Awesome-Deep-Multi-View-Clustering

Awesome Deep Multi-View Clustering is a collection of SOTA, novel deep multi-view clustering methods (papers and codes).

clustering deep-learning machine-learning multi-view multi-view-clustering representation-learning surveys

34 stars
1 forks
187 projects

Last updated: 04 May 2025

awesome-self-supervised-speech-representation-learning

A comprehensive list of awesome self-supervised speech representation learning papers.

awesome awesome-list deep-learning fairseq machine-learning representation-learning self-supervised-learning speech-processing

10 stars
0 forks
40 projects

Last updated: 07 Feb 2025

Search
Keywords
awesome-list 3,527 awesome 3,207 machine-learning 416 list 402 awesome-lists 382 deep-learning 357 resources 306 hacktoberfest 237 python 202 lists 195 javascript 187 ai 182 programming 164 security 158 llm 143 artificial-intelligence 134 computer-vision 130 blockchain 127 nlp 109 data-science 105 tools 104 react 101 open-source 100 large-language-models 94 chatgpt 91 android 86 natural-language-processing 84 linux 80 learning 78 css 76 awesome-readme 75 papers 74 curated-list 73 ios 73 ethereum 72 devops 71 awesome-resources 70 nodejs 63 computer-science 61 reinforcement-learning 61 playground 60 free 59 free-resources 58 tutorials 58 rust 58 game-development 58 macos 57 getvm 57 cybersecurity 56 kubernetes 56 robotics 55 java 54 labex 53 hands-on 53 collection 53 privacy 52 design 52 golang 52 tutorial 52 web 50 frontend 48 paper 48 exercises 48 bitcoin 47 hacking 47 go 47 swift 45 survey 44 datasets 44 php 44 openai 44 books 44 html 43 deep-neural-networks 43 dataset 43 education 43 cloud 42 web3 42 development 41 data 41 security-tools 41 cryptocurrency 41 gpt 40 vue 39 data-visualization 39 gamedev 38 opensource 38 docker 37 llms 37 typescript 37 github 37 collections 36 developer-tools 36 documentation 35 courses 35 database 34 paper-list 33 neural-network 33 reactjs 33 research 33 software 32 framework 32 automation 32 iot 32 aws 32 game 31 ml 30 projects 30 ruby 29 transformer 29 hardware 29 testing 29 community 29 web-development 28 cpp 28 solidity 28 flutter 28 generative-ai 28 video 28 graph-neural-networks 28 architecture 28 algorithms 28 games 28 smart-contracts 27 libraries 27 tensorflow 27 windows 26 csharp 26 dotnet 26 links 26 api 26 react-native 26 free-tutorials 26 bioinformatics 26 crypto 25 git 25 music 25 software-engineering 25 angular 24 agent 24 science 24 computer-graphics 24 diffusion-models 24 pentesting 24 penetration-testing 24 productivity 24 defi 24 object-detection 24 pytorch 24 django 23 embedded 23 self-supervised-learning 23 unity 23 r 23 library 23 markdown 22 osint 22 cryptography 22 serverless 22 game-engine 22 best-practices 22 infosec 22 gpt-3 22 microsoft 22 mobile 22 awsome-list 22 gpt-4 22 ui 21 coding 21 neural-networks 21 hacktoberfest-accepted 21 awesomeness 21 self-hosted 21 knowledge-graph 21 data-analysis 21 engineering 21 kotlin 21 multimodal 21 python3 21 apple 21 cloud-computing 20 youtube 20 opendata 20 audio 20 startups 20 roadmap 20 segmentation 20 visualization 20 programming-language 20 slam 20 data-mining 20 website 20 mathematics 20 interview 19 3d 19 guidelines 19 awsome 19 federated-learning 19 deeplearning 19 prompt-engineering 19 jobs 19 chinese 19 raspberry-pi 19 graph 19 azure 19 apps 19 c 19 sql 19 chatbot 18 saas 18 llama 18 time-series 18 marketing 18 bugbounty 18 front-end 18 blog 18 js 18 cli 18 blogs 18 graphql 18 bash 18 machinelearning 18 generative-art 17 mlops 17 optimization 17 representation-learning 17 knowledge 17 containers 17 startup 17 foundation-models 17 language 17 stable-diffusion 17 decentralized 17 nextjs 17 mcp 17 statistics 17 aigc 17 curated 17 code 17 algorithm 17 microservices 17 learning-resources 17 cheatsheet 16 bert 16 analytics 16 webgl 16 image-processing 16 networking 16 autonomous-driving 16 data-structures 16 articles 16 graphics 15 pentest 15 transformers 15 cloud-native 15 autonomous-vehicles 15 software-development 15 detection 15 seo 15 nerf 15 reverse-engineering 15 technology 15 resource 15 monitoring 15 readme 15 big-data 15 ros 15 prompt 14 performance 14 node 14 backend 14 mysql 14 multimodal-deep-learning 14 android-library 14 recommender-system 14 terminal 14 ai-agents 14 selfhosted 14 data-engineering 14 icons 14 distributed-systems 14 p2p 14 vuejs 14 devsecops 14 large-language-model 14 animation 14 mac 14 react-components 14 android-development 14 webassembly 14 dart 14 telegram 14 foss 13 gis 13 generative-adversarial-network 13 elasticsearch 13 pose-estimation 13 plugins 13 unicorns 13 rails 13 finance 13 art 13 command-line 13 swiftui 13 deep-reinforcement-learning 13 guide 13 speech-recognition 13 dotnet-core 13 evm 13 microservice 13 search 13 open-data 13 podcast 13 reasoning 13 agents 13 remote-sensing 13 laravel 13 dapp 12 oss 12 transfer-learning 12 anomaly-detection 12 storage 12 pwa 12 svelte 12 postgresql 12 leetcode 12 text-to-image 12 discord 12 font 12 gaming 12 frameworks 12 fuzzing 12 search-engine 12 videos 12 image 12 cms 12 graphics-programming 12 quantum-computing 12 wordpress 12 gan 12 wasm 12 ecommerce 12 es6 12 malware-analysis 12 language-model 12 static-analysis 12 beginner-friendly 11 open-science 11 network 11 webpack 11 cross-platform 11 application 11 cvpr 11 vision-and-language 11 point-cloud 11 hacktoberfest2020 11 vscode 11 free-software 11 yolo 11 multimodal-learning 11 webapp 11 cuda 11 bookmarks 11 question-answering 11 planning 11 course 11 creative-coding 11 3d-graphics 11 sustainability 11 automl 11 npm 11 code-generation 11 ui-design 11 deepseek 11 programming-languages 11 unity3d 11 sysadmin 11 design-systems 11 ctf 11 databases 11 rest-api 11 objective-c 11 front-end-development 11 threat-intelligence 10 fpga 10 flutter-apps 10 edge-computing 10 climate-change 10 benchmark 10 model-compression 10 bot 10 golang-library 10 arduino 10 rag 10 chatgpt-api 10 interview-questions 10 vr 10 hacking-tools 10 android-application 10 developer 10 students 10 ansible 10 operating-system 10 guides 10 writing 10 reading-list 10 unsupervised-learning 10 text-mining 10 image-generation 10 docs 10 movies 10 authentication 10 hosting 10 interpretability 10 webdevelopment 10 speech-processing 10 solana 10 time-series-analysis 10 gpu 10 android-app 10 indonesia 10 management 10 hacktoberfest2021 10 semantic-web 10 cv 10 medical-imaging 10 haskell 10 gpts 10 geospatial 10 datascience 10 diffusion 10 machine-learning-algorithms 10 awesome-ai 9 swift-library 9 ide 9 erlang 9 material-design 9 chain-of-thought 9 microservices-architecture 9 in-context-learning 9 knowledge-base 9 google 9 sre 9 simulation 9 multimodal-large-language-models 9 shell 9 infrastructure-as-code 9 flutter-examples 9 few-shot-learning 9 reddit 9 static-site-generator 9 explainable-ai 9 social-network 9 python-library 9 blockchain-technology 9 reference 9 flask 9 ionic 9 augmented-reality 9 trading 9 elixir 9 article 9 arkit 9 video-generation 9 podcasts 9 chrome 9 webcomponents 9 ux 9 exploit 9 privacy-tools 9 conference 9 profile 9 jupyter-notebook 9 sentiment-analysis 9 neuroscience 9 websites 9 utilities 9 bug-bounty 9 news 9 fairness 9 quantization 9 malware 9 3d-reconstruction 9 cyber-security 9 generative-model 9 mobile-development 9 math 9 linux-desktop 9 vlm 9 classification 9 applications 9 book 9 email 9 unix 9 system-design 9 leadership 9 semantic-segmentation 9 anime 9 redteaming 8 software-architecture 8