Ecosyste.ms: Awesome

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

10 "model-compression" Awesome Lists

Awesome-Pruning

A curated list of neural network pruning resources.

awesome-list model-acceleration model-compression pruning

2,215 stars
327 forks
285 projects

Last updated: 01 May 2024

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

awesome binarization binarized-neural-networks binary-network deep-learning efficient-deep-learning lightweight-neural-network model-acceleration model-compression model-quantization

1,630 stars
198 forks
526 projects

Last updated: 07 May 2024

awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search

827 stars
160 forks
150 projects

Last updated: 26 Apr 2024

awesome-ml-model-compression

Awesome machine learning model compression research papers, tools, and learning material.

awesome-list machine-learning model-compression neural-networks pruning quantization

445 stars
57 forks
110 projects

Last updated: 08 May 2024

awesome-ai-infrastructures

Infrastructures™ for Machine Learning Training/Inference in Production.

apache-arrow apache-mesos apache-spark artificial-intelligence awesome-list deep-learning deep-learning-framework federated-learning knowledge-distillation kubernetes

368 stars
71 forks
31 projects

Last updated: 04 May 2024

awesome-model-compression

papers about model compression

model-compression

166 stars
39 forks
961 projects

Last updated: 19 Apr 2024

awesome-efficient-aigc

A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

aigc diffusion-models distillation efficient-deep-learning generative-model large-language-models llm model-compression model-quantization pruning

102 stars
9 forks
265 projects

Last updated: 03 May 2024

Awesome-AI-on-the-Edge

Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"

awesome-list data-preprocessing deep-learning edge-ai edge-computing efficient-algorithm machine-learning model-acceleration model-compression model-deployment

38 stars
2 forks
287 projects

Last updated: 23 Apr 2024

awesome-deep-model-compression

Awesome Deep Model Compression

awesome-list deep-learning model-compression model-distillation neural-network pruning python quantization

2 stars
0 forks
37 projects

Last updated: 10 Feb 2023

Keywords
awesome-list 2,418 awesome 2,207 machine-learning 320 list 289 deep-learning 280 resources 230 hacktoberfest 193 awesome-lists 183 lists 163 python 156 javascript 133 security 117 computer-vision 98 blockchain 98 artificial-intelligence 79 data-science 77 nlp 74 ai 74 react 72 open-source 68 curated-list 65 android 65 tools 64 chatgpt 63 natural-language-processing 59 ios 58 ethereum 57 learning 57 linux 55 awesome-readme 53 devops 52 css 52 papers 50 nodejs 47 reinforcement-learning 46 computer-science 42 llm 42 kubernetes 42 robotics 41 game-development 41 frontend 40 macos 39 awesome-resources 39 bitcoin 38 design 37 tutorial 37 golang 37 privacy 37 deep-neural-networks 36 php 36 collection 36 large-language-models 35 cybersecurity 35 openai 35 programming 35 development 34 java 34 rust 33 datasets 33 swift 32 web 32 hacking 32 cloud 32 books 32 cryptocurrency 32 dataset 31 paper 31 web3 30 go 30 data 30 opensource 29 security-tools 29 education 29 iot 29 neural-network 27 data-visualization 27 database 27 tutorials 27 gamedev 27 gpt 27 vue 27 aws 26 html 25 smart-contracts 25 tensorflow 25 research 24 collections 24 community 24 libraries 24 free 24 architecture 24 courses 24 flutter 23 ruby 23 docker 23 software 23 framework 22 gpt-4 22 react-native 21 developer-tools 21 video 21 game 21 automation 21 paper-list 21 github 21 typescript 21 solidity 21 api 20 reactjs 20 gpt-3 20 games 20 defi 20 angular 19 algorithms 19 testing 19 links 19 documentation 19 music 19 object-detection 19 hardware 19 windows 18 awesomeness 18 bioinformatics 18 audio 18 pytorch 18 embedded 18 unity 18 serverless 18 hacktoberfest-accepted 17 dotnet 17 computer-graphics 17 best-practices 17 data-mining 17 federated-learning 17 survey 17 cpp 17 cryptography 17 mobile 17 ml 17 graph-neural-networks 17 microsoft 17 raspberry-pi 17 pentesting 16 startups 16 containers 16 r 16 youtube 16 cloud-computing 16 git 16 csharp 16 productivity 16 segmentation 16 awsome 16 deeplearning 16 infosec 16 programming-language 16 visualization 16 kotlin 16 web-development 16 azure 15 interview 15 ui 15 machinelearning 15 penetration-testing 15 time-series 15 science 15 osint 15 markdown 15 knowledge-graph 15 graphql 14 django 14 website 14 decentralized 14 transformer 14 data-analysis 14 self-supervised-learning 14 c 14 graph 14 neural-networks 14 microservices 14 awsome-list 14 front-end 14 llms 14 slam 14 language 14 software-engineering 14 image-processing 14 chinese 14 cloud-native 13 cli 13 marketing 13 reverse-engineering 13 roadmap 13 jobs 13 deep-reinforcement-learning 13 crypto 13 game-engine 13 apple 13 guidelines 13 saas 13 opendata 13 multimodal 13 optimization 13 blogs 13 python3 13 vuejs 13 webgl 13 coding 13 chatbot 13 bugbounty 12 knowledge 12 cms 12 sql 12 mysql 12 statistics 12 svelte 12 autonomous-vehicles 12 podcast 12 startup 12 stable-diffusion 12 gis 12 data-engineering 12 webassembly 12 bash 12 engineering 12 autonomous-driving 12 mathematics 12 finance 12 ros 12 big-data 12 speech-recognition 12 wordpress 12 detection 11 pentest 11 library 11 distributed-systems 11 gan 11 dapp 11 hacktoberfest2020 11 icons 11 generative-adversarial-network 11 microservice 11 code 11 generative-ai 11 monitoring 11 analytics 11 curated 11 laravel 11 prompt-engineering 11 multimodal-deep-learning 11 dart 11 diffusion-models 11 llama 11 bert 11 elasticsearch 11 dotnet-core 10 vscode 10 articles 10 self-hosted 10 malware-analysis 10 automl 10 storage 10 model-compression 10 performance 10 unity3d 10 mlops 10 representation-learning 10 question-answering 10 static-analysis 10 unicorns 10 graphics-programming 10 backend 10 p2p 10 recommender-system 10 text-mining 10 devsecops 10 pwa 10 networking 10 data-structures 10 android-library 10 cheatsheet 10 apps 10 telegram 10 seo 10 evm 10 wasm 10 android-development 10 resource 10 graphics 10 ecommerce 10 rails 10 algorithm 10 node 10 open-data 10 prompt 10 terminal 10 generative-art 10 semantic-web 9 podcasts 9 oss 9 swiftui 9 simulation 9 fuzzing 9 js 9 malware 9 authentication 9 pose-estimation 9 guide 9 software-development 9 movies 9 plugins 9 gpts 9 databases 9 interview-questions 9 remote-sensing 9 react-components 9 quantization 9 front-end-development 9 search-engine 9 webpack 9 blog 9 search 9 chatgpt-api 9 point-cloud 9 design-systems 9 technology 9 transfer-learning 9 mac 8 prometheus 8 developer 8 pruning 8 operating-system 8 videos 8 haskell 8 erlang 8 transformers 8 korean 8 book 8 planning 8 vision-and-language 8 cross-platform 8 postgresql 8 free-software 8 frameworks 8 foss 8 hacktoberfest2021 8 leadership 8 command-line 8 indonesia 8 multimodal-learning 8 quantum-computing 8 xcode 8 text-to-image 8 projects 8 trading 8 neural-architecture-search 8 google 8 json 8 edge-computing 8 ansible 8 reddit 8 ux 8 microservices-architecture 8 reading-list 8 augmented-reality 8 system-design 8 creative-coding 8 speech-processing 8 vr 8 discord 8 course 8 3d-graphics 8 sentiment-analysis 8 art 8 spring-boot 8 nerf 8 jupyter-notebook 8 article 8 fpga 8 cv 8 management 8 bsd 8 ctf 8 ubuntu 8 powershell 8 language-model 8 geospatial 8 classification 8 open-science 7 paas 7 xai 7 blockchain-technology 7 3d-vision 7 conference 7 beginner-friendly 7 time-series-analysis 7 learning-resources 7 yolo 7 curated-lists 7 animation 7 websites 7 ide 7 maps 7 speech-to-text 7 speech 7 in-context-learning 7 load-testing 7 fairness 7 gpt4 7 nginx 7 flask 7 k8s 7 healthcare 7 reference 7 twitter 7 chemistry 7 terraform 7 adversarial-attacks 7 gpu 7 forensics 7 cvpr 7 infrastructure 7 checklist 7 ionic 7 spark 7 drug-discovery 7 webcomponents 7 few-shot-learning 7 ui-design 7 notes 7 aigc 7 sysadmin 7 bots 7 interpretability 7 adversarial-machine-learning 7 conferences 7 explainable-ai 7 vulnerabilities 7 hosting 7 programming-languages 7 infrastructure-as-code 7 semantic-segmentation 7 font 7 opengl 7 nosql 7 btc 7 applications 7 hacking-tools 7 gaming 7 email 7 bookmarks 7 rest-api 7 map 7 flutter-examples 7 static-site-generator 7 flutter-apps 7 application 7 fintech 7 readme 7 arduino 7 wordpress-plugin 7 lightning-network 7 machine-learning-algorithms 7 chinese-translation 7 redux 6 spring 6 covid-19 6 distributed-database 6 redteaming 6 climate-change 6 sre 6 wiki 6 guides 6 redis 6 interview-preparation 6 career 6 job-board 6 performance-testing 6 arkit 6 writing 6 production 6 knowledge-base 6 meta-learning 6 contrastive-learning 6 benchmark 6 design-patterns 6 workflow 6 engineering-management 6 npm 6 anomaly-detection 6 hack 6 image-generation 6 no-code 6 generative-model 6 unsupervised-learning 6 low-code 6 politics 6 distributed-computing 6 home-automation 6 code-generation 6