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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

82 stars
1 forks
644 projects

Last updated: 25 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 3,509 awesome 3,194 machine-learning 413 list 403 awesome-lists 382 deep-learning 355 resources 304 hacktoberfest 237 python 200 lists 194 javascript 185 ai 180 security 158 programming 158 llm 139 artificial-intelligence 135 computer-vision 130 blockchain 129 nlp 108 tools 105 data-science 104 react 101 open-source 100 large-language-models 93 chatgpt 90 android 85 natural-language-processing 84 linux 78 learning 77 awesome-readme 76 css 74 papers 74 curated-list 73 ethereum 72 ios 72 devops 70 awesome-resources 69 nodejs 63 computer-science 61 reinforcement-learning 60 playground 60 game-development 58 free-resources 58 courses 58 rust 57 getvm 57 kubernetes 56 cybersecurity 56 robotics 56 macos 55 privacy 55 java 53 collection 53 tutorial 52 design 52 golang 52 web 49 frontend 48 paper 48 hacking 47 hands-on 47 labex 47 bitcoin 47 go 47 php 45 swift 45 datasets 45 openai 44 survey 44 cryptocurrency 43 books 43 deep-neural-networks 43 web3 43 cloud 42 html 42 dataset 42 education 42 exercises 42 security-tools 41 gpt 41 development 41 data 40 vue 39 data-visualization 39 free 39 tutorials 38 gamedev 38 opensource 38 docker 37 llms 37 typescript 36 github 35 developer-tools 35 documentation 35 collections 35 database 34 research 33 reactjs 33 neural-network 33 paper-list 33 framework 32 iot 32 aws 32 automation 32 game 31 software 31 ml 29 hardware 29 testing 29 cpp 29 ruby 29 community 29 smart-contracts 28 video 28 graph-neural-networks 28 algorithms 28 games 28 generative-ai 28 solidity 28 architecture 28 flutter 28 web-development 27 tensorflow 27 transformer 27 libraries 27 api 26 react-native 26 links 26 csharp 26 dotnet 26 bioinformatics 26 agent 25 windows 25 crypto 25 git 25 music 25 defi 25 software-engineering 25 diffusion-models 24 penetration-testing 24 computer-graphics 24 pentesting 24 angular 24 science 24 django 23 productivity 23 library 23 cryptography 23 r 23 self-supervised-learning 23 pytorch 23 embedded 23 unity 23 game-engine 22 object-detection 22 youtube 22 markdown 22 infosec 22 mobile 22 gpt-4 22 awsome-list 22 coding 22 best-practices 22 gpt-3 22 microsoft 22 multimodal 21 serverless 21 apple 21 data-analysis 21 projects 21 ui 21 osint 21 visualization 21 knowledge-graph 21 engineering 21 self-hosted 21 hacktoberfest-accepted 21 audio 21 neural-networks 21 kotlin 21 awesomeness 21 slam 21 segmentation 20 startups 20 opendata 20 python3 20 data-mining 20 website 20 mathematics 20 roadmap 20 cloud-computing 20 programming-language 20 raspberry-pi 19 3d 19 deeplearning 19 chinese 19 sql 19 guidelines 19 apps 19 awsome 19 federated-learning 19 jobs 19 c 19 azure 19 graph 19 prompt-engineering 19 interview 18 chatbot 18 marketing 18 bash 18 js 18 saas 18 blog 18 graphql 18 machinelearning 18 cli 18 startup 18 time-series 18 blogs 18 front-end 18 bugbounty 18 llama 18 knowledge 17 containers 17 language 17 algorithm 17 nextjs 17 cheatsheet 17 code 17 autonomous-driving 17 statistics 17 foundation-models 17 decentralized 17 stable-diffusion 17 generative-art 17 curated 17 representation-learning 17 analytics 16 learning-resources 16 optimization 16 articles 16 data-structures 16 webgl 16 resource 16 aigc 16 networking 16 image-processing 16 mlops 16 microservices 16 bert 16 ros 16 distributed-systems 15 detection 15 software-development 15 autonomous-vehicles 15 nerf 15 graphics 15 technology 15 mcp 15 monitoring 15 devsecops 15 big-data 15 pentest 15 transformers 15 reverse-engineering 15 cloud-native 15 vuejs 14 multimodal-deep-learning 14 selfhosted 14 terminal 14 seo 14 performance 14 dart 14 mysql 14 animation 14 icons 14 data-engineering 14 node 14 android-library 14 readme 14 backend 14 large-language-model 14 telegram 14 react-components 14 android-development 14 webassembly 14 recommender-system 14 prompt 14 microservice 13 finance 13 dapp 13 dotnet-core 13 evm 13 generative-adversarial-network 13 remote-sensing 13 swiftui 13 gis 13 foss 13 elasticsearch 13 podcast 13 open-data 13 pose-estimation 13 plugins 13 malware-analysis 13 guide 13 deep-reinforcement-learning 13 mac 13 command-line 13 speech-recognition 13 unicorns 13 p2p 13 art 13 laravel 13 wordpress 12 cms 12 search-engine 12 text-to-image 12 graphics-programming 12 transfer-learning 12 videos 12 reasoning 12 language-model 12 ai-agents 12 gaming 12 frameworks 12 gan 12 search 12 svelte 12 image 12 pwa 12 point-cloud 12 font 12 oss 12 static-analysis 12 es6 12 postgresql 12 rails 12 ecommerce 12 storage 12 discord 12 wasm 12 fuzzing 12 cvpr 11 programming-languages 11 ui-design 11 webpack 11 design-systems 11 front-end-development 11 databases 11 code-generation 11 cross-platform 11 unity3d 11 anomaly-detection 11 3d-graphics 11 leetcode 11 open-science 11 agents 11 npm 11 ctf 11 question-answering 11 sustainability 11 hacktoberfest2020 11 application 11 creative-coding 11 objective-c 11 network 11 ansible 11 beginner-friendly 11 vscode 11 free-software 11 multimodal-learning 11 sysadmin 11 automl 11 course 11 vision-and-language 11 webapp 11 rest-api 11 bookmarks 11 rag 11 planning 11 quantum-computing 11 diffusion 10 cuda 10 golang-library 10 model-compression 10 flutter-apps 10 indonesia 10 interpretability 10 docs 10 android-app 10 android-application 10 hacking-tools 10 hacktoberfest2021 10 climate-change 10 privacy-tools 10 cv 10 blockchain-technology 10 guides 10 management 10 haskell 10 benchmark 10 authentication 10 webdevelopment 10 bot 10 solana 10 movies 10 time-series-analysis 10 edge-computing 10 threat-intelligence 10 medical-imaging 10 operating-system 10 reading-list 10 students 10 geospatial 10 vr 10 malware 10 semantic-web 10 interview-questions 10 writing 10 developer 10 image-generation 10 chatgpt-api 10 machine-learning-algorithms 10 speech-processing 10 datascience 10 gpts 10 unsupervised-learning 10 text-mining 10 arduino 10 hosting 10 gpu 10 yolo 10 deepseek 10 social-network 9 fairness 9 bug-bounty 9 mobile-development 9 infrastructure-as-code 9 math 9 material-design 9 google 9 article 9 flask 9 explainable-ai 9 trading 9 book 9 multimodal-large-language-models 9 awesome-ai 9 leadership 9 classification 9 shell 9 webcomponents 9 email 9 conference 9 3d-reconstruction 9 erlang 9 ux 9 podcasts 9 unix 9 static-site-generator 9 video-generation 9 cicd 9 linux-desktop 9 reference 9 quantization 9 jupyter-notebook 9 in-context-learning 9 few-shot-learning 9 news 9 exploit 9 simulation 9 reddit 9 neuroscience 9 microservices-architecture 9 chrome 9 cyber-security 9 semantic-segmentation 9 augmented-reality 9 knowledge-base 9 anime 9 flutter-examples 9 sre 9 arkit 9 ide 9 ros2 9 websites 9 ionic 9 system-design 9 fpga 9 swift-library 9 chain-of-thought 9 sentiment-analysis 9 neural-architecture-search 8 adversarial-machine-learning 8 physics 8 earth-observation 8 python-library 8 functional-programming 8 packages 8 command-line-tool 8