Ecosyste.ms: Awesome

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

15 "compress" Awesome Lists

Awesome-Pruning

A curated list of neural network pruning resources.

awesome-list model-acceleration model-compression pruning

2,231 stars
327 forks
285 projects

Last updated: 19 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

1,656 stars
200 forks
527 projects

Last updated: 03 Jun 2024

Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

compression efficient-llm knowledge-distillation language-model llm llm-compression model-quantization pruning-algorithms

850 stars
63 forks
67 projects

Last updated: 29 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: 17 May 2024

awesome-emdl

Embedded and mobile deep learning research resources

deep-learning deep-neural-networks efficient-neural-networks embedded-ai inference mobile-ai mobile-deep-learning mobile-inference neural-network-compression pruning

723 stars
166 forks
147 projects

Last updated: 18 May 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

446 stars
57 forks
113 projects

Last updated: 29 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: 31 Mar 2024

awesome-model-compression

papers about model compression

model-compression

166 stars
38 forks
961 projects

Last updated: 19 Apr 2024

awesome-quantization-and-fixed-point-training

Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design

fixed-point network-compression quantization

151 stars
24 forks
114 projects

Last updated: 19 May 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

105 stars
10 forks
265 projects

Last updated: 29 May 2024

awesome-text-summarization

Text summarization starting from scratch.

abstractive-summarization deep-learning extractive-summarization nlp papers-collection sentence-compression text-mining text-summarization

94 stars
16 forks
61 projects

Last updated: 07 Jan 2024

Awesome-EdgeAI

Resources of our survey paper "A Systematic Review of AI Deployment on Resource-Constrained Edge Devices: Challenges, Techniques, and Applications"

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

42 stars
2 forks
287 projects

Last updated: 27 Jun 2024

awesome-nodejs-pure-js

Many low level node.js libs written in c/c++ or dependent on native modules. That's awesome, but in some trade off case we need pure javascript lib.

algorithm algorithms awesome collection compress crypto data-structures engine file-format font

19 stars
3 forks
96 projects

Last updated: 02 Dec 2023

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 2,837 awesome 2,568 machine-learning 359 list 329 deep-learning 303 resources 248 awesome-lists 216 hacktoberfest 215 python 172 lists 165 javascript 151 security 132 programming 130 education 123 computer-vision 111 blockchain 107 labex 93 hands-on 93 ai 92 artificial-intelligence 91 data-science 91 nlp 86 open-source 81 react 78 tools 74 android 69 natural-language-processing 69 chatgpt 68 curated-list 68 linux 65 learning 64 ethereum 62 ios 61 devops 60 tutorials 59 courses 59 awesome-readme 59 llm 58 css 57 papers 56 free 55 nodejs 54 large-language-models 53 reinforcement-learning 52 computer-science 48 kubernetes 48 privacy 47 awesome-resources 46 macos 46 robotics 45 game-development 44 golang 42 design 42 projects 42 java 42 tutorial 42 paper 41 cybersecurity 40 datasets 40 web 40 collection 40 bitcoin 39 frontend 39 cloud 38 openai 37 php 37 go 37 cryptocurrency 37 swift 36 books 36 development 36 rust 36 deep-neural-networks 36 web3 35 security-tools 35 dataset 35 hacking 34 opensource 33 data 32 html 31 database 31 gpt 31 iot 30 neural-network 30 data-visualization 30 free-tutorials 30 gamedev 29 vue 28 research 28 docker 28 community 27 aws 27 paper-list 26 collections 26 architecture 25 framework 25 flutter 25 tensorflow 25 reactjs 25 libraries 25 github 25 ruby 25 smart-contracts 25 video 24 cpp 24 solidity 24 typescript 24 software 24 game 23 hardware 23 algorithms 23 developer-tools 23 gpt-4 23 bioinformatics 23 react-native 22 web-development 22 defi 22 survey 22 automation 22 gpt-3 22 links 21 graph-neural-networks 21 ml 21 games 21 testing 21 object-detection 21 music 21 api 21 documentation 20 git 20 best-practices 20 awesomeness 20 angular 20 c 20 transformer 19 csharp 19 dotnet 19 llms 19 pytorch 19 embedded 19 audio 19 unity 19 serverless 19 computer-graphics 19 science 19 segmentation 19 software-engineering 19 startups 19 django 19 crypto 19 cryptography 18 programming-language 18 self-supervised-learning 18 federated-learning 18 penetration-testing 18 markdown 18 youtube 18 pentesting 18 interview 18 microsoft 18 windows 18 apple 18 infosec 18 library 18 hacktoberfest-accepted 18 productivity 18 self-hosted 17 raspberry-pi 17 mobile 17 visualization 17 osint 17 neural-networks 17 data-mining 17 knowledge-graph 17 awsome 17 kotlin 16 curated 16 cloud-computing 16 time-series 16 ui 16 data-analysis 16 containers 16 multimodal 16 slam 16 opendata 16 apps 16 chinese 16 deeplearning 16 guidelines 16 r 16 mathematics 15 roadmap 15 algorithm 15 front-end 15 website 15 cloud-native 15 mysql 15 graphql 15 webgl 15 decentralized 15 cli 15 engineering 15 azure 15 image-processing 15 vuejs 14 microservices 14 blogs 14 python3 14 code 14 autonomous-vehicles 14 awsome-list 14 recommender-system 14 language 14 startup 14 autonomous-driving 14 big-data 14 marketing 14 game-engine 14 pentest 14 machinelearning 14 graph 14 generative-art 14 knowledge 14 coding 14 optimization 14 jobs 14 deep-reinforcement-learning 14 generative-ai 13 multimodal-deep-learning 13 mlops 13 sql 13 reverse-engineering 13 generative-adversarial-network 13 distributed-systems 13 saas 13 prompt-engineering 13 cheatsheet 13 devsecops 13 statistics 13 detection 13 bugbounty 13 ansible 12 data-engineering 12 cms 12 mac 12 podcast 12 webassembly 12 networking 12 backend 12 svelte 12 software-development 12 resource 12 articles 12 technology 12 chatbot 12 prompt 12 laravel 12 bash 12 representation-learning 12 bert 12 android-development 12 speech-recognition 12 analytics 12 dart 12 finance 12 wordpress 12 data-structures 12 ros 12 llama 12 gis 12 icons 11 static-analysis 11 stable-diffusion 11 ecommerce 11 js 11 malware-analysis 11 dapp 11 automl 11 hacktoberfest2020 11 remote-sensing 11 p2p 11 blog 11 pwa 11 node 11 transformers 11 monitoring 11 graphics 11 terminal 11 performance 11 interview-questions 11 graphics-programming 11 unicorns 11 elasticsearch 11 gan 11 guide 11 seo 11 oss 11 microservice 11 dotnet-core 11 android-library 11 diffusion-models 11 question-answering 10 creative-coding 10 hacktoberfest2021 10 search-engine 10 react-components 10 text-mining 10 point-cloud 10 wasm 10 font 10 3d-graphics 10 evm 10 hosting 10 course 10 transfer-learning 10 model-compression 10 search 10 front-end-development 10 vscode 10 design-systems 10 sysadmin 10 command-line 10 movies 10 storage 10 rails 10 open-data 10 language-model 10 selfhosted 10 unity3d 10 telegram 10 swiftui 10 plugins 10 cvpr 9 gpts 9 gaming 9 flask 9 quantum-computing 9 art 9 frameworks 9 jupyter-notebook 9 fpga 9 vr 9 videos 9 cv 9 authentication 9 nerf 9 programming-languages 9 free-software 9 vision-and-language 9 semantic-web 9 interpretability 9 planning 9 book 9 discord 9 trading 9 reading-list 9 pose-estimation 9 webpack 9 readme 9 applications 9 haskell 9 malware 9 reddit 9 privacy-tools 9 quantization 9 indonesia 9 speech-processing 9 fuzzing 9 foss 9 conference 9 podcasts 9 databases 9 simulation 9 geospatial 8 cross-platform 8 image 8 flutter-apps 8 developer 8 google 8 operating-system 8 email 8 edge-computing 8 bookmarks 8 ubuntu 8 application 8 ui-design 8 tracking 8 sustainability 8 system-design 8 ux 8 spring-boot 8 postgresql 8 powershell 8 json 8 ctf 8 time-series-analysis 8 leadership 8 knowledge-base 8 korean 8 microservices-architecture 8 management 8 machine-learning-algorithms 8 erlang 8 ide 8 sentiment-analysis 8 bsd 8 flutter-examples 8 yolo 8 few-shot-learning 8 augmented-reality 8 static-site-generator 8 multimodal-learning 8 animation 8 rest-api 8 fairness 8 chatgpt-api 8 twitter 8 classification 8 generative-model 8 xcode 8 3d 8 article 8 prometheus 8 shell 8 network 8 swift-library 8 pruning 8 neural-architecture-search 8 climate-change 8 aigc 8 xai 8 anomaly-detection 8 gpu 8 opencv 8 websites 8 vision-transformer 8 chinese-translation 8 npm 8 android-app 8 in-context-learning 8 blockchain-technology 8 learning-resources 8 arduino 8 gpt4 7 design-patterns 7 electron 7 bots 7 command-line-tool 7 webapp 7 earth-observation 7 hacking-tools 7 paas 7 checklist 7 reference 7 benchmark 7 android-application 7 semantic-segmentation 7 production 7 social-network 7 cheatsheets 7 physics 7 sre 7 infrastructure 7 guides 7 lightning-network 7 golang-library 7 docs 7 writing 7 hacktoberfest2023 7 adversarial-machine-learning 7 image-classification 7 awesome-go 7 k8s 7 engine 7 explainable-ai 7 foundation-models 7 reasoning 7 notes 7 services 7 opengl 7 hacks 7 speech-to-text 7 vulnerabilities 7 spark 7 leetcode 7 gcp 7 code-generation 7 software-architecture 7 webcomponents 7 nosql 7 beginner-friendly 7 wordpress-plugin 7 minecraft 7 nginx 7 interview-preparation 7 map 7 distributed-computing 7 linux-desktop 7 chemistry 7 fintech 7