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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

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Last updated: 05 Apr 2025

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self-supervised-learning 23 game-engine 22 gpt-4 22 gpt-3 22 serverless 22 best-practices 22 markdown 22 infosec 22 mobile 22 microsoft 22 awsome-list 22 osint 22 knowledge-graph 21 ui 21 self-hosted 21 neural-networks 21 cryptography 21 hacktoberfest-accepted 21 engineering 21 data-analysis 21 python3 21 kotlin 21 coding 21 multimodal 21 apple 21 awesomeness 21 mathematics 20 youtube 20 visualization 20 roadmap 20 segmentation 20 startups 20 website 20 opendata 20 programming-language 20 audio 20 cloud-computing 20 data-mining 20 slam 20 azure 19 jobs 19 c 19 graph 19 3d 19 sql 19 apps 19 raspberry-pi 19 interview 19 prompt-engineering 19 awsome 19 deeplearning 19 chinese 19 guidelines 19 federated-learning 19 blogs 18 bash 18 marketing 18 blog 18 llama 18 js 18 cli 18 time-series 18 saas 18 front-end 18 graphql 18 machinelearning 18 bugbounty 18 chatbot 18 decentralized 17 curated 17 learning-resources 17 aigc 17 generative-art 17 mcp 17 algorithm 17 microservices 17 language 17 stable-diffusion 17 optimization 17 nextjs 17 code 17 startup 17 knowledge 17 containers 17 foundation-models 17 representation-learning 17 statistics 17 mlops 17 data-structures 16 autonomous-driving 16 bert 16 analytics 16 cheatsheet 16 networking 16 image-processing 16 webgl 16 articles 16 ros 15 readme 15 nerf 15 graphics 15 pentest 15 resource 15 transformers 15 software-development 15 autonomous-vehicles 15 reverse-engineering 15 detection 15 monitoring 15 big-data 15 technology 15 seo 15 cloud-native 15 mac 14 distributed-systems 14 ai-agents 14 terminal 14 devsecops 14 selfhosted 14 data-engineering 14 performance 14 react-components 14 android-development 14 node 14 recommender-system 14 icons 14 vuejs 14 android-library 14 animation 14 multimodal-deep-learning 14 dart 14 prompt 14 p2p 14 webassembly 14 telegram 14 large-language-model 14 mysql 14 backend 14 rails 13 evm 13 elasticsearch 13 remote-sensing 13 open-data 13 gis 13 guide 13 unicorns 13 agents 13 search 13 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11 hacktoberfest2020 11 vision-and-language 11 bookmarks 11 point-cloud 11 multimodal-learning 11 programming-languages 11 creative-coding 11 sysadmin 11 speech-processing 10 cv 10 students 10 gpts 10 text-mining 10 hacking-tools 10 reading-list 10 management 10 golang-library 10 edge-computing 10 rag 10 docs 10 diffusion 10 ansible 10 semantic-web 10 machine-learning-algorithms 10 indonesia 10 benchmark 10 unsupervised-learning 10 developer 10 writing 10 climate-change 10 interview-questions 10 threat-intelligence 10 interpretability 10 hacktoberfest2021 10 medical-imaging 10 authentication 10 android-app 10 android-application 10 operating-system 10 flutter-apps 10 movies 10 vr 10 arduino 10 model-compression 10 bot 10 datascience 10 chatgpt-api 10 time-series-analysis 10 hosting 10 image-generation 10 guides 10 geospatial 10 solana 10 webdevelopment 10 haskell 10 fpga 10 gpu 10 flask 9 arkit 9 in-context-learning 9 jupyter-notebook 9 classification 9 static-site-generator 9 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