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"theory" Awesome Lists

papers-we-love

Papers from the computer science community to read and discuss.

awesome computer-science meetup papers programming read-papers theory

92,851 stars
5,931 forks
30 projects

Last updated: 04 May 2025

awesome-language-model-analysis

This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning behavior, generalization ability, and other properties of language models through theoretical analysis, empirical analysis, or a combination of both.

ai analysis analytics awesome chatgpt deep-learning generative-ai large-language-models llm nlp

77 stars
1 forks
644 projects

Last updated: 08 Apr 2025

awesome

Here is a list of best resources to get you started with learning how to code. Awesome lists about all kinds of interesting topics.

android awesome awesome-list back-end-development big-data books computer-science databases development-environment editor

4 stars
1 forks
30 projects

Last updated: 20 Apr 2025

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awesome-list 3,504 awesome 3,192 machine-learning 414 list 401 awesome-lists 379 deep-learning 354 resources 304 hacktoberfest 241 python 200 lists 194 javascript 185 ai 179 programming 159 security 156 llm 134 artificial-intelligence 134 computer-vision 130 blockchain 129 nlp 108 tools 105 data-science 105 open-source 102 react 101 chatgpt 91 large-language-models 90 android 85 natural-language-processing 84 linux 79 learning 77 awesome-readme 76 papers 74 css 74 ios 72 curated-list 72 ethereum 72 devops 70 awesome-resources 69 nodejs 63 computer-science 61 reinforcement-learning 60 playground 60 game-development 58 courses 58 free-resources 58 getvm 57 rust 56 kubernetes 56 macos 55 cybersecurity 55 robotics 54 java 53 privacy 53 collection 53 golang 52 design 52 tutorial 52 web 49 frontend 48 paper 48 go 47 labex 47 hacking 47 bitcoin 47 hands-on 47 swift 45 datasets 45 php 45 openai 45 survey 44 books 43 web3 43 deep-neural-networks 43 cryptocurrency 43 exercises 42 cloud 42 dataset 42 html 42 education 42 development 41 gpt 41 security-tools 40 data 40 free 39 opensource 39 vue 39 gamedev 38 tutorials 38 data-visualization 38 docker 37 developer-tools 36 typescript 36 collections 35 github 35 documentation 35 database 34 llms 34 reactjs 33 neural-network 33 paper-list 33 research 33 iot 32 automation 32 framework 32 aws 32 software 31 game 31 ruby 29 ml 29 community 29 cpp 29 hardware 29 testing 29 graph-neural-networks 28 algorithms 28 games 28 smart-contracts 28 solidity 28 video 28 generative-ai 28 architecture 28 web-development 28 flutter 28 tensorflow 27 libraries 27 transformer 27 csharp 26 api 26 react-native 26 bioinformatics 26 links 26 dotnet 26 git 25 defi 25 music 25 software-engineering 25 windows 25 crypto 25 angular 24 django 24 pentesting 24 science 24 penetration-testing 24 computer-graphics 24 productivity 24 diffusion-models 24 self-supervised-learning 23 cryptography 23 agent 23 pytorch 23 unity 23 embedded 23 r 23 gpt-4 23 library 23 best-practices 22 infosec 22 object-detection 22 youtube 22 awsome-list 22 coding 22 markdown 22 gpt-3 22 game-engine 22 microsoft 22 ui 21 self-hosted 21 apple 21 osint 21 knowledge-graph 21 neural-networks 21 awesomeness 21 serverless 21 projects 21 mobile 21 data-analysis 21 hacktoberfest-accepted 21 kotlin 21 engineering 21 audio 20 segmentation 20 python3 20 startups 20 multimodal 20 visualization 20 mathematics 20 prompt-engineering 20 cloud-computing 20 slam 20 roadmap 20 data-mining 20 opendata 20 website 20 programming-language 20 apps 19 guidelines 19 deeplearning 19 sql 19 awsome 19 raspberry-pi 19 azure 19 c 19 jobs 19 federated-learning 19 graph 19 3d 19 front-end 18 bash 18 chatbot 18 cli 18 js 18 bugbounty 18 blog 18 time-series 18 machinelearning 18 startup 18 marketing 18 blogs 18 saas 18 chinese 18 interview 18 llama 18 graphql 18 code 17 decentralized 17 generative-art 17 stable-diffusion 17 language 17 nextjs 17 cheatsheet 17 curated 17 knowledge 17 statistics 17 autonomous-driving 17 containers 17 algorithm 17 representation-learning 17 articles 16 optimization 16 image-processing 16 learning-resources 16 mlops 16 data-structures 16 foundation-models 16 webgl 16 resource 16 bert 16 analytics 16 microservices 16 aigc 16 networking 16 distributed-systems 15 detection 15 ros 15 cloud-native 15 graphics 15 transformers 15 nerf 15 devsecops 15 autonomous-vehicles 15 monitoring 15 technology 15 software-development 15 reverse-engineering 15 big-data 15 pentest 15 vuejs 14 mysql 14 mcp 14 readme 14 terminal 14 multimodal-deep-learning 14 gis 14 telegram 14 icons 14 speech-recognition 14 android-development 14 android-library 14 react-components 14 data-engineering 14 webassembly 14 node 14 backend 14 prompt 14 animation 14 dart 14 recommender-system 14 selfhosted 14 performance 14 seo 14 open-data 13 foss 13 evm 13 elasticsearch 13 dotnet-core 13 p2p 13 deep-reinforcement-learning 13 laravel 13 swiftui 13 guide 13 pose-estimation 13 generative-adversarial-network 13 art 13 plugins 13 microservice 13 command-line 13 podcast 13 finance 13 remote-sensing 13 unicorns 13 mac 13 dapp 13 videos 12 gaming 12 cms 12 svelte 12 es6 12 frameworks 12 malware-analysis 12 gan 12 fuzzing 12 ecommerce 12 static-analysis 12 text-to-image 12 postgresql 12 oss 12 search 12 pwa 12 discord 12 point-cloud 12 storage 12 large-language-model 12 graphics-programming 12 wasm 12 font 12 ai-agents 12 transfer-learning 12 language-model 12 wordpress 12 image 12 search-engine 12 rails 12 ctf 11 rest-api 11 3d-graphics 11 automl 11 leetcode 11 vision-and-language 11 objective-c 11 front-end-development 11 ansible 11 open-science 11 beginner-friendly 11 free-software 11 bookmarks 11 developer 11 code-generation 11 course 11 planning 11 webapp 11 vscode 11 reasoning 11 programming-languages 11 design-systems 11 application 11 ui-design 11 network 11 databases 11 sysadmin 11 quantum-computing 11 question-answering 11 sustainability 11 npm 11 cvpr 11 webpack 11 speech-processing 11 multimodal-learning 11 creative-coding 11 hacktoberfest2020 11 cross-platform 11 unity3d 11 anomaly-detection 11 android-app 10 threat-intelligence 10 reading-list 10 datascience 10 movies 10 flutter-apps 10 machine-learning-algorithms 10 deepseek 10 time-series-analysis 10 medical-imaging 10 guides 10 golang-library 10 hacking-tools 10 haskell 10 interview-questions 10 image-generation 10 writing 10 unsupervised-learning 10 infrastructure-as-code 10 vr 10 geospatial 10 text-mining 10 authentication 10 operating-system 10 rag 10 students 10 interpretability 10 webdevelopment 10 gpu 10 chatgpt-api 10 bot 10 gpts 10 blockchain-technology 10 edge-computing 10 hosting 10 agents 10 semantic-web 10 hacktoberfest2021 10 cuda 10 diffusion 10 cv 10 model-compression 10 android-application 10 climate-change 10 yolo 10 indonesia 10 docs 10 arduino 10 management 10 benchmark 10 erlang 9 conference 9 system-design 9 in-context-learning 9 chain-of-thought 9 cicd 9 webcomponents 9 semantic-segmentation 9 solana 9 fpga 9 email 9 static-site-generator 9 malware 9 quantization 9 social-network 9 augmented-reality 9 material-design 9 ionic 9 leadership 9 neuroscience 9 knowledge-base 9 jupyter-notebook 9 exploit 9 unix 9 news 9 websites 9 google 9 trading 9 linux-desktop 9 shell 9 privacy-tools 9 reddit 9 explainable-ai 9 anime 9 microservices-architecture 9 ux 9 cyber-security 9 ros2 9 few-shot-learning 9 fairness 9 math 9 3d-reconstruction 9 ide 9 flask 9 arkit 9 classification 9 bug-bounty 9 mobile-development 9 flutter-examples 9 podcasts 9 multimodal-large-language-models 9 swift-library 9 chrome 9 sentiment-analysis 9 book 9 sre 9 video-generation 9 simulation 9 article 9 reference 9 command-line-tool 8 fonts 8 healthcare 8 generative-model 8 physics 8 profile 8 virtual-reality 8 twitter 8 swift-language 8