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"recommender-system" Awesome Lists

awesome-DeepLearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

bert classification cnn detection dqn dssm dynabert gan nlp pose

2,863 stars
825 forks
143 projects

Last updated: 06 Jun 2024

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome baselines causal-inference causality causality-algorithms causality-analysis learning-to-rank multilabel-classification recommender-system unconfoundedness-assumption

2,818 stars
437 forks
151 projects

Last updated: 21 May 2024

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.

advertising ctr cvr deep-learning recommender-system reinforcement-learning search search-engine

1,444 stars
225 forks
410 projects

Last updated: 29 Oct 2024

LLM4Rec-Awesome-Papers

A list of awesome papers and resources of recommender system on large language model (LLM).

awesome datasets large-language-models llm4rec recommender-system survey

841 stars
72 forks
122 projects

Last updated: 29 May 2024

awesome-RecSys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

awesome papers recommender-system

780 stars
183 forks
45 projects

Last updated: 08 May 2024

Awesome-LLM4RS-Papers

Large Language Model-enhanced Recommender System Papers

awesome-list gpt large-language-models llm papers pre-training prompt-tuning recommender-system survey

383 stars
35 forks
183 projects

Last updated: 15 Apr 2024

awesome-recommend-system-pretraining-papers

Paper List for Recommend-system PreTrained Models

awesome awesome-list ctr-prediction in-context-learning large-language-model llm paper paperlist papers pretraining

302 stars
26 forks
62 projects

Last updated: 18 May 2024

DRL4Recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

awesome-list deep-reinforcement-learning drl drl-papers paper read-papers recommender-system reinforcement-learning

283 stars
59 forks
55 projects

Last updated: 04 Jun 2024

graph-networks

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

awesome graph-networks graph-neural-networks recommendation-system recommender-system tensorflow

266 stars
58 forks
246 projects

Last updated: 27 Apr 2024

RS-Adversarial-Learning

A curated collection of adversarial attack and defense on recommender systems.

adversarial-attacks adversarial-machine-learning awesome recommender-system

128 stars
7 forks
90 projects

Last updated: 16 Apr 2024

Awesome-recsys

Curated list of recommnedation system topics

awesome-list deep-learning machine-learning papers personalization recommender-system recsys

118 stars
17 forks
278 projects

Last updated: 02 Feb 2025

awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

auto-ml awesome awesome-list cv data-analysis data-mining data-science data-visualization deep-learning fintech

104 stars
22 forks
1,884 projects

Last updated: 30 May 2024

awesome-drug-discovery

A collection of drug discovery, classification and representation learning papers with deep learning.

deep-learning drug-discovery recommender-system

33 stars
10 forks
104 projects

Last updated: 11 May 2024

awesome-list

A list of useful stuff in Machine Learning, Computer Graphics, Software Development, ...

algorithm awesome-list causal-inference computer-graphics computer-vision data-processing data-visualization deep-learning desktop-development devops

11 stars
4 forks
1,345 projects

Last updated: 24 Mar 2024

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awesome-list 3,397 awesome 3,067 machine-learning 401 list 371 awesome-lists 364 deep-learning 347 resources 292 hacktoberfest 237 python 194 lists 192 javascript 176 programming 155 ai 151 security 148 computer-vision 133 artificial-intelligence 128 blockchain 126 llm 114 nlp 104 tools 104 data-science 103 open-source 102 react 97 chatgpt 91 natural-language-processing 84 large-language-models 84 android 82 learning 76 linux 76 awesome-readme 74 css 72 ios 72 curated-list 70 ethereum 70 papers 69 awesome-resources 66 devops 66 nodejs 61 computer-science 60 playground 60 courses 59 free-resources 58 reinforcement-learning 57 game-development 57 getvm 57 kubernetes 57 macos 56 cybersecurity 55 tutorial 52 privacy 52 golang 52 robotics 52 rust 51 java 50 design 49 collection 49 hands-on 47 bitcoin 47 paper 47 labex 47 frontend 47 hacking 46 education 46 swift 46 go 46 web 45 books 44 datasets 43 openai 43 web3 42 cryptocurrency 42 html 42 dataset 42 cloud 41 php 41 exercises 40 deep-neural-networks 40 data 40 security-tools 40 gpt 40 free 39 development 39 vue 38 tutorials 37 survey 37 docker 36 gamedev 36 opensource 36 data-visualization 36 typescript 35 paper-list 33 github 33 research 33 database 33 iot 32 llms 32 developer-tools 31 collections 31 reactjs 31 aws 31 documentation 31 neural-network 30 framework 30 software 30 community 30 game 29 ruby 29 automation 29 hardware 29 video 28 architecture 28 smart-contracts 27 graph-neural-networks 27 libraries 27 flutter 27 tensorflow 27 generative-ai 27 bioinformatics 26 solidity 26 music 26 links 26 algorithms 26 testing 26 games 26 cpp 26 gpt-4 26 transformer 26 crypto 25 ml 25 csharp 25 web-development 25 windows 25 software-engineering 25 git 25 dotnet 24 defi 24 pytorch 24 api 24 penetration-testing 24 react-native 24 angular 24 django 23 science 23 computer-graphics 23 gpt-3 23 library 23 pentesting 23 unity 23 markdown 23 embedded 23 diffusion-models 23 audio 22 awsome-list 22 self-supervised-learning 22 youtube 22 best-practices 22 kotlin 22 r 22 projects 22 infosec 22 productivity 22 microsoft 22 awesomeness 21 self-hosted 21 apple 21 data-analysis 21 object-detection 21 cryptography 21 mathematics 20 neural-networks 20 opendata 20 segmentation 20 visualization 20 serverless 20 c 20 startups 20 osint 20 knowledge-graph 20 ui 20 cloud-computing 20 jobs 19 programming-language 19 hacktoberfest-accepted 19 data-mining 19 engineering 19 game-engine 19 awsome 19 coding 19 azure 19 mobile 19 chinese 19 sql 19 website 18 interview 18 python3 18 federated-learning 18 apps 18 blogs 18 marketing 18 guidelines 18 llama 18 roadmap 18 startup 18 raspberry-pi 18 deeplearning 17 front-end 17 time-series 17 stable-diffusion 17 cli 17 bugbounty 17 autonomous-driving 17 containers 17 cheatsheet 17 prompt-engineering 17 bash 17 blog 17 multimodal 17 graphql 17 learning-resources 17 graph 17 decentralized 17 chatbot 17 knowledge 17 algorithm 17 bert 16 representation-learning 16 image-processing 16 curated 16 optimization 16 code 16 mlops 16 saas 16 articles 16 slam 16 language 16 statistics 16 agent 16 webgl 16 resource 16 microservices 16 generative-art 15 transformers 15 big-data 15 3d 15 machinelearning 15 aigc 15 software-development 15 vuejs 15 cloud-native 15 graphics 15 pentest 15 reverse-engineering 15 autonomous-vehicles 15 networking 15 technology 15 nextjs 15 analytics 15 foundation-models 15 prompt 14 dart 14 data-engineering 14 icons 14 ros 14 readme 14 selfhosted 14 detection 14 data-structures 14 mysql 14 telegram 14 mac 14 terminal 14 nerf 14 recommender-system 14 devsecops 14 distributed-systems 13 seo 13 microservice 13 unicorns 13 backend 13 swiftui 13 cms 13 speech-recognition 13 generative-adversarial-network 13 laravel 13 dotnet-core 13 multimodal-deep-learning 13 monitoring 13 foss 13 webassembly 13 gis 13 deep-reinforcement-learning 13 finance 13 performance 13 remote-sensing 13 animation 13 open-data 13 ecommerce 12 search 12 search-engine 12 react-components 12 rails 12 plugins 12 p2p 12 ansible 12 command-line 12 videos 12 storage 12 font 12 art 12 objective-c 12 vision-and-language 12 question-answering 12 elasticsearch 12 svelte 12 wordpress 12 gaming 12 pwa 12 android-development 12 android-library 12 postgresql 12 graphics-programming 12 gan 12 image 12 oss 12 guide 12 node 12 haskell 12 podcast 12 discord 12 language-model 11 frameworks 11 large-language-model 11 automl 11 cvpr 11 ui-design 11 chatgpt-api 11 malware-analysis 11 unity3d 11 databases 11 design-systems 11 wasm 11 vscode 11 sysadmin 11 planning 11 pose-estimation 11 movies 11 static-analysis 11 course 11 network 11 fuzzing 11 free-software 11 hacktoberfest2020 11 transfer-learning 11 sustainability 11 front-end-development 11 creative-coding 11 evm 11 dapp 11 webpack 11 js 11 point-cloud 11 beginner-friendly 11 diffusion 10 quantum-computing 10 text-to-image 10 vr 10 interview-questions 10 medical-imaging 10 developer 10 rest-api 10 bookmarks 10 writing 10 cv 10 docs 10 gpts 10 text-mining 10 climate-change 10 model-compression 10 hacking-tools 10 hosting 10 geospatial 10 multimodal-learning 10 edge-computing 10 3d-graphics 10 speech-processing 10 gpu 10 cuda 10 operating-system 10 cross-platform 10 ctf 10 hacktoberfest2021 10 programming-languages 10 arduino 10 guides 10 application 10 bot 10 students 10 reading-list 10 indonesia 10 interpretability 10 golang-library 10 authentication 10 open-science 10 conference 9 explainable-ai 9 email 9 quantization 9 google 9 infrastructure-as-code 9 fairness 9 android-application 9 flutter-apps 9 applications 9 anomaly-detection 9 math 9 semantic-web 9 generative-model 9 privacy-tools 9 news 9 reddit 9 reference 9 social-network 9 classification 9 benchmark 9 jupyter-notebook 9 yolo 9 sentiment-analysis 9 book 9 blockchain-technology 9 unsupervised-learning 9 cicd 9 erlang 9 swift-library 9 image-generation 9 system-design 9 microservices-architecture 9 podcasts 9 in-context-learning 9 management 9 fpga 9 flask 9 arkit 9 machine-learning-algorithms 9 code-generation 9 leetcode 9 ide 9 android-app 9 ionic 9 webcomponents 9 datascience 9 bug-bounty 9 npm 9 article 9 websites 9 ux 9 time-series-analysis 9 augmented-reality 9 sre 9 unix 9 simulation 9 malware 9 trading 9 tracking 8 anime 8 chinese-translation 8 bots 8 conferences 8 functional-programming 8 opencv 8 devops-tools 8 reasoning 8 exploit 8 electronics 8 software-architecture 8 cyber-security 8 templates 8 threat-intelligence 8 neural-architecture-search 8 curated-lists 8 prometheus 8 k8s 8 ui-components 8 lua 8 multimodal-large-language-models 8 cncf 8 earth-observation 8 rag 8 webapp 8 mobile-development 8 ruby-on-rails 8 flutter-examples 8 dapps 8 ros2 8 knowledge-base 8 minecraft 8 embedded-systems 8 paperlist 8 few-shot-learning 8 twitter 8 static-site-generator 8