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"automl" Awesome Lists

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

automated-feature-engineering automl hyperparameter-optimization neural-architecture-search

4,077 stars
692 forks
77 projects

Last updated: 14 Apr 2025

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

autodl automl awesome deep-learning hyper-parameter-optimization nas neural-architecture-search

2,275 stars
317 forks
176 projects

Last updated: 07 Apr 2025

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-mlops

All the available resources to master MLOPS from scratch

automl aws-sagemaker azure-ml bentoml dagshub django docker dvc fastapi git

299 stars
42 forks
140 projects

Last updated: 12 Apr 2025

Awesome-Computer-Vision

Awesome Resources for Advanced Computer Vision Topics

3d-vision adversarial-attacks automl awesome-list computer-vision deep-learning denoising gan graph-neural-network interpretability

228 stars
42 forks
39 projects

Last updated: 05 Apr 2025

awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning

122 stars
15 forks
92 projects

Last updated: 14 Mar 2025

awesome-auto-graph-learning

A paper collection about automated graph learning

automl deep-learning graph graph-neural-networks hyper-parameter-optimization machine-learning neural-architecture-search

96 stars
7 forks
123 projects

Last updated: 06 Apr 2025

awesome-automl

collecting related resources of automated machine learning here

autodl automated-machine-learning automl

56 stars
16 forks
412 projects

Last updated: 20 May 2024

Awesome-Tensorflow2

基于Tensorflow2开发的优秀扩展包及项目

automl awesome awesome-list classification detection-tensorflow2 gan keras nlp segmentation tensorflow

47 stars
23 forks
105 projects

Last updated: 20 Dec 2024

awesome-automated-machine-learning

A curated list of awesome automated machine learning resources

automated-deep-learning automated-feature-engineering automated-machine-learning automated-model-selection automl neural-architecture-search

7 stars
0 forks
40 projects

Last updated: 09 Feb 2024

automl

Awesome papers on AutoML (Automatic Machine Learning)

automatic-machine-learning automl automl-algorithms awesome awesome-list

6 stars
2 forks
46 projects

Last updated: 20 Dec 2024

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cryptocurrency 42 development 41 data 40 gpt 40 exercises 40 security-tools 40 opensource 40 vue 39 free 39 gamedev 38 tutorials 38 data-visualization 38 docker 37 typescript 36 developer-tools 35 github 35 collections 35 llms 34 database 34 paper-list 33 research 33 documentation 33 reactjs 33 neural-network 33 aws 32 iot 32 framework 32 automation 32 software 31 game 31 hardware 30 ruby 30 testing 29 community 29 cpp 29 ml 29 architecture 28 flutter 28 graph-neural-networks 28 video 28 algorithms 28 games 28 solidity 28 tensorflow 27 transformer 27 smart-contracts 27 generative-ai 27 libraries 27 web-development 27 bioinformatics 26 react-native 26 csharp 26 windows 26 dotnet 26 links 26 api 25 crypto 25 music 25 git 25 software-engineering 25 angular 24 pentesting 24 defi 24 science 24 diffusion-models 24 computer-graphics 24 penetration-testing 24 django 24 unity 23 embedded 23 pytorch 23 agent 23 self-supervised-learning 23 library 23 r 23 cryptography 22 gpt-3 22 self-hosted 22 infosec 22 gpt-4 22 best-practices 22 markdown 22 youtube 22 productivity 22 coding 22 microsoft 22 awsome-list 22 object-detection 22 game-engine 22 knowledge-graph 21 mobile 21 osint 21 kotlin 21 data-analysis 21 hacktoberfest-accepted 21 neural-networks 21 engineering 21 ui 21 projects 21 apple 21 serverless 21 awesomeness 21 multimodal 20 audio 20 python3 20 website 20 data-mining 20 segmentation 20 cloud-computing 20 slam 20 programming-language 20 mathematics 20 c 20 visualization 20 roadmap 20 startups 20 opendata 20 apps 20 federated-learning 19 azure 19 sql 19 awsome 19 graph 19 guidelines 19 deeplearning 19 raspberry-pi 19 jobs 19 3d 19 bash 18 js 18 chatbot 18 front-end 18 interview 18 graphql 18 chinese 18 startup 18 marketing 18 prompt-engineering 18 cli 18 time-series 18 llama 18 blogs 18 machinelearning 18 blog 18 bugbounty 18 containers 17 generative-art 17 representation-learning 17 knowledge 17 saas 17 autonomous-driving 17 cheatsheet 17 code 17 statistics 17 nextjs 17 algorithm 17 decentralized 17 language 17 curated 17 bert 16 optimization 16 networking 16 data-structures 16 articles 16 foundation-models 16 resource 16 mlops 16 learning-resources 16 analytics 16 microservices 16 image-processing 16 stable-diffusion 16 aigc 16 webgl 16 graphics 15 detection 15 cloud-native 15 transformers 15 pentest 15 devsecops 15 nerf 15 reverse-engineering 15 autonomous-vehicles 15 ros 15 software-development 15 technology 15 distributed-systems 15 monitoring 15 big-data 15 selfhosted 14 vuejs 14 android-library 14 animation 14 backend 14 seo 14 performance 14 speech-recognition 14 readme 14 mac 14 dart 14 react-components 14 telegram 14 recommender-system 14 multimodal-deep-learning 14 prompt 14 terminal 14 webassembly 14 node 14 icons 14 mysql 14 android-development 14 data-engineering 14 art 13 evm 13 gis 13 remote-sensing 13 generative-adversarial-network 13 swiftui 13 laravel 13 p2p 13 guide 13 foss 13 unicorns 13 dotnet-core 13 open-data 13 finance 13 elasticsearch 13 command-line 13 microservice 13 mcp 13 podcast 13 pose-estimation 13 deep-reinforcement-learning 13 ai-agents 12 storage 12 plugins 12 graphics-programming 12 videos 12 dapp 12 pwa 12 image 12 objective-c 12 gan 12 wordpress 12 transfer-learning 12 point-cloud 12 large-language-model 12 svelte 12 ecommerce 12 discord 12 oss 12 es6 12 postgresql 12 malware-analysis 12 cms 12 search 12 search-engine 12 language-model 12 gaming 12 frameworks 12 font 12 rails 12 fuzzing 12 static-analysis 12 wasm 12 speech-processing 11 front-end-development 11 vision-and-language 11 quantum-computing 11 cross-platform 11 free-software 11 network 11 webpack 11 3d-graphics 11 leetcode 11 ansible 11 planning 11 programming-languages 11 creative-coding 11 sysadmin 11 bookmarks 11 beginner-friendly 11 text-to-image 11 reasoning 11 sustainability 11 question-answering 11 unity3d 11 design-systems 11 multimodal-learning 11 hacktoberfest2020 11 anomaly-detection 11 databases 11 cvpr 11 npm 11 webapp 11 ctf 11 course 11 vscode 11 application 11 automl 11 open-science 11 ui-design 11 hosting 10 machine-learning-algorithms 10 flutter-apps 10 rag 10 semantic-web 10 edge-computing 10 threat-intelligence 10 deepseek 10 datascience 10 golang-library 10 cv 10 interpretability 10 code-generation 10 students 10 time-series-analysis 10 android-app 10 guides 10 android-application 10 geospatial 10 bot 10 authentication 10 cuda 10 operating-system 10 gpu 10 interview-questions 10 model-compression 10 unsupervised-learning 10 chatgpt-api 10 rest-api 10 hacktoberfest2021 10 arduino 10 developer 10 reading-list 10 diffusion 10 vr 10 text-mining 10 hacking-tools 10 webdevelopment 10 gpts 10 haskell 10 climate-change 10 management 10 agents 10 indonesia 10 infrastructure-as-code 10 docs 10 medical-imaging 10 benchmark 10 yolo 10 image-generation 10 movies 10 writing 10 sentiment-analysis 9 semantic-segmentation 9 ux 9 knowledge-base 9 ide 9 math 9 ionic 9 applications 9 swift-library 9 mobile-development 9 solana 9 websites 9 social-network 9 news 9 book 9 cicd 9 cyber-security 9 malware 9 microservices-architecture 9 electronics 9 shell 9 fairness 9 unix 9 conference 9 quantization 9 trading 9 reference 9 video-generation 9 system-design 9 chrome 9 jupyter-notebook 9 chain-of-thought 9 in-context-learning 9 anime 9 simulation 9 email 9 classification 9 bug-bounty 9 explainable-ai 9 flask 9 static-site-generator 9 material-design 9 neuroscience 9 article 9 3d-reconstruction 9 fpga 9 arkit 9 ros2 9 flutter-examples 9 webcomponents 9 podcasts 9 few-shot-learning 9 privacy-tools 9 erlang 9 google 9 sre 9 blockchain-technology 9 leadership 9 augmented-reality 9 exploit 9 reddit 9 chinese-translation 8 elixir 8 swift-language 8 speech 8 physics 8 command-line-tool 8 opencv 8 spark 8 dfir 8