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

"deep-neural-networks" Awesome Lists

awesome-deep-learning-papers

The most cited deep learning papers

deep-learning deep-neural-networks machine-learning

25,988 stars
4,464 forks
238 projects

Last updated: 25 Sep 2025

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

awesome awesome-list deep-learning deep-learning-tutorial deep-neural-networks deeplearning list machine-learning machinelearning neural-network

16,904 stars
3,924 forks
484 projects

Last updated: 27 Sep 2025

awesome-deep-learning-music

List of articles related to deep learning applied to music

article audio audio-processing awesome awesome-list bib deep-learning deep-neural-networks deeplearning list

2,907 stars
340 forks
248 projects

Last updated: 11 Aug 2025

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

deep-neural-networks label-noise noisy-data noisy-labels robust-learning unreliable-labels

2,703 stars
353 forks
278 projects

Last updated: 11 Sep 2025

awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

cryptocurrency deep-learning deep-neural-networks deep-reinforcement-learning deep-trading fintech frequency-trading machine-learning quantitative-trading stock-trading

1,702 stars
326 forks
94 projects

Last updated: 08 Aug 2025

awesome-colab-notebooks

Collection of google colaboratory notebooks for fast and easy experiments

cnn colab-notebooks deep-learning deep-neural-networks generative-adversarial-network google-colab google-colab-notebook google-colab-notebooks google-colab-tutorial google-colaboratory

1,566 stars
274 forks
638 projects

Last updated: 12 Oct 2025

awesome-multi-task-learning

2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

adapter awesome-list computer-vision deep-learning deep-neural-networks loss-strategy machine-learning multi-domain-learning multi-task-architecture multi-task-learning

792 stars
63 forks
232 projects

Last updated: 26 Sep 2025

Awesome-Speech-Enhancement

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

deep-neural-networks machine-learning-algorithms signal-processing speech-enhancement speech-processing

783 stars
153 forks
105 projects

Last updated: 18 Aug 2025

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

757 stars
168 forks
147 projects

Last updated: 06 Sep 2025

Awesome-3D-Object-Detection

Papers, code and datasets about deep learning for 3D Object Detection.

3d-representation autonomous-driving computer-vision cvpr cvpr2020 cvpr2021 cvpr2022 deep-learning deep-neural-networks machine-learning

651 stars
56 forks
169 projects

Last updated: 17 Sep 2025

awesome-full-stack-machine-learning-courses

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

berkeley berkeley-ai berkeley-reinforcement-learning caltech columbia-university computer-science deep-learning deep-neural-networks edx-columbiax machine-learning

481 stars
100 forks
112 projects

Last updated: 14 Sep 2025

Awesome-Distributed-Deep-Learning

A curated list of awesome Distributed Deep Learning resources.

asynchronous awesome awesome-list computer-vision data-science deep-learning deep-neural-networks distributed-computing distributed-systems federated-learning

431 stars
84 forks
44 projects

Last updated: 30 Aug 2025

Awesome-Information-Bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

awesome-list deep-learning deep-neural-networks deep-reinforcement-learning information information-bottleneck

371 stars
46 forks
201 projects

Last updated: 24 Sep 2025

awesome-gans-and-deepfakes

A curated list of GAN & Deepfake papers and repositories.

deep-learning deep-neural-networks deepfakes gans literature machine-learning paper

345 stars
32 forks
61 projects

Last updated: 13 Aug 2025

awesome-video-object-detection

This is a list of awesome articles about object detection from video.

awesome-list computer-vision deep-learning deep-neural-networks object-detection video-object-detection

245 stars
37 forks
41 projects

Last updated: 07 Sep 2025

awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

awesome deep-neural-networks deep-neuroevolution deep-reinforcement-learning evolution-strategies evolutionary-algorithms genetic-algorithms neuroevolution

225 stars
35 forks
200 projects

Last updated: 15 Sep 2025

awesome-deep-reinforcement-learning

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

awesome-list deep-neural-networks deep-reinforcement-learning drl drl-frameworks reinforcement-learning

201 stars
33 forks
258 projects

Last updated: 15 Sep 2025

awesome-ai-cancer

Awesome artificial intelligence in cancer diagnostics and oncology

breast-cancer cancer-detection cancer-imaging cancer-prediction deep-learning deep-neural-networks liver-cancer lung-cancer machine-learning prostate-cancer

156 stars
53 forks
193 projects

Last updated: 02 Sep 2025

awesome-deepneuroimage

A curated list of awesome deep learning applications in the field of neurological image analysis

deep-learning deep-neural-networks neuroimaging neurological-image-analysis

153 stars
58 forks
73 projects

Last updated: 20 Aug 2025

awesome-tensorial-neural-networks

A thoroughly investigated survey for tensorial neural networks.

artificial-intelligence deep-neural-networks machine-learning quamtum tensor-decomposition

137 stars
14 forks
99 projects

Last updated: 29 Sep 2025

awesome-neural-cad

A curated list of awesome Neural Computer-Aided Design (CAD) papers.

3d-models aigc awesome-list cad computer-graphics deep-neural-networks

102 stars
12 forks
118 projects

Last updated: 17 Sep 2025

awesome-yolo

:rocket: :star: The list of the most popular YOLO algorithms - awesome YOLO

comparison computer-vision deep-learning deep-neural-networks deeplearning object-detection yolo yolo-nas yolo11 yolor

101 stars
9 forks
42 projects

Last updated: 30 Sep 2025

awesome-graph-research-iclr2024

It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR) in 2024.

artificial-intelligence awesome awesome-list awesome-lists deep-learning deep-neural-networks equivariant-network gnn grap-clustering graph

98 stars
7 forks
34 projects

Last updated: 05 Sep 2025

awesome-ai-brain-computer-interface

Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.

awesome awesome-list awesome-lists awesome-readme bci bci-systems brain-computer-interface deep-learning deep-neural-networks deep-reinforcement-learning

95 stars
4 forks
111 projects

Last updated: 13 Oct 2025

Best-Audio-Classification-Resources-with-Deep-learning

List of articles related to deep learning applied to music

article audio audio-classification audio-processing awesome awesome-list bib deep-learning deep-neural-networks deeplearning

94 stars
11 forks
259 projects

Last updated: 03 Jun 2025

awesome-ai-cybersecurity

Welcome to the ultimate list of resources for AI in cybersecurity. This repository aims to provide an organized collection of high-quality resources to help professionals, researchers, and enthusiasts stay updated and advance their knowledge in the field.

ai artificial-intelligence awesome awesome-list chatgpt classification cybersecurity deep-learning deep-neural-networks llm

76 stars
14 forks
154 projects

Last updated: 29 Aug 2025

awesome-deepnote

A curated list of extensions, python packages, machine learning and collaborative notebooks ready to run in Deepnote.

awesome awesome-list collections data-visualization datascience deep-learning deep-neural-networks deepnote gans hashicorp

57 stars
5 forks
41 projects

Last updated: 18 Apr 2025

Awesome-Computational-Structural-Biology

A curated list of awesome self-learning materials in Computational Structural Biology, such as sources, tutorials, etc.

alphafold2 awesome awesome-list bioinformatics computational-biology deep-learning deep-neural-networks

49 stars
0 forks
40 projects

Last updated: 23 Aug 2025

Awesome-Cloud-Edge-AI

A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.

deep-learning deep-neural-networks edge edge-computing inference infrastructure machine-learning paper system

30 stars
2 forks
58 projects

Last updated: 06 Jun 2025

awesome-experimental-standards-deep-learning

Repository collecting resources and best practices to improve experimental rigour in deep learning research.

awesome-list deep-learning deep-learning-papers deep-learning-research deep-learning-tutorial deep-neural-networks experimental-design machine-learning research resources

27 stars
2 forks
34 projects

Last updated: 26 Jun 2024

awesome-approximate-dnn

Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment

approximate-computing curated-list deep-learning deep-neural-networks edge-computing pruning quantization

27 stars
6 forks
78 projects

Last updated: 04 Jul 2025

Deep-Learning

Implementation of Deep Learning Algorithms and useful information (courses, books, videos, etc.)

awesome awesome-ai awesome-deep-learning awesome-dl awesome-list awesome-lists deep-learning deep-learning-algorithms deep-learning-book deep-neural-networks

23 stars
3 forks
38 projects

Last updated: 22 Aug 2025

awesome-optimizers

This repository is a meticulously assembled anthology of optimization algorithms, meticulously implemented in PyTorch, designed to cater to the diverse needs of the machine learning research community.

awesome awesome-list awesome-lists deep-neural-networks machine-learning optimization optimization-algorithms optimizer optimizers

16 stars
3 forks
53 projects

Last updated: 02 Sep 2025

awesome-deep-learning-materials

Curated materials from Centroida's Deep Learning team

artificial-intelligence deep-learning deep-neural-networks machine-learning

16 stars
4 forks
69 projects

Last updated: 23 Aug 2023

awesome-data-science

Laundry List of Data Science / ML /AI resources available online

artificial-intelligence blog cnn data data-mining data-science deep-learning deep-neural-networks documentation machine-learning

15 stars
7 forks
93 projects

Last updated: 11 Jun 2025

fucking-machine-learning-tutorials

Machine learning and deep learning tutorials, articles and other resources. With repository stars⭐ and forks🍴

awesome awesome-list deep-learning deep-learning-tutorial deep-neural-networks deeplearning liost machine-learning machinelearning neural-network

10 stars
3 forks
356 projects

Last updated: 04 Oct 2025

awesome-ai

Learn Awesome list for all things AI, ML and deep learning can do

ai aritificial-intelligence course deep-neural-networks learning machine-learning tutorials

8 stars
1 forks
107 projects

Last updated: 11 Feb 2025

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awesome-list 3,710 awesome 3,365 awesome-lists 477 machine-learning 430 list 408 deep-learning 364 resources 313 hacktoberfest 235 ai 220 python 209 lists 201 javascript 187 llm 171 security 163 programming 159 artificial-intelligence 145 computer-vision 136 blockchain 129 nlp 114 tools 111 open-source 109 data-science 108 large-language-models 106 react 103 chatgpt 96 android 89 natural-language-processing 85 linux 83 learning 81 curated-list 79 css 78 awesome-readme 76 papers 76 devops 75 ios 74 ethereum 73 awesome-resources 73 reinforcement-learning 70 cybersecurity 63 nodejs 62 computer-science 62 playground 60 robotics 60 rust 59 free-resources 58 game-development 58 kubernetes 57 design 57 getvm 57 collection 57 macos 57 java 54 free 54 tutorials 54 privacy 53 tutorial 52 golang 52 web 50 survey 50 openai 49 frontend 49 bitcoin 49 hacking 49 paper 48 datasets 48 go 47 cloud 45 swift 45 labex 45 hands-on 45 llms 44 php 44 books 44 education 44 dataset 43 development 43 html 43 deep-neural-networks 43 web3 43 github 42 data 42 gpt 42 security-tools 41 cryptocurrency 41 exercises 41 developer-tools 41 typescript 40 vue 39 data-visualization 39 opensource 38 gamedev 38 documentation 37 collections 36 docker 36 database 35 ml 35 software 35 research 34 generative-ai 34 iot 33 courses 33 aws 33 web-development 33 neural-network 33 reactjs 33 paper-list 33 automation 32 testing 32 framework 32 game 31 projects 30 diffusion-models 30 graph-neural-networks 30 hardware 29 video 29 ruby 29 solidity 29 community 29 productivity 29 cpp 29 algorithms 29 games 28 flutter 28 architecture 28 transformer 28 libraries 28 bioinformatics 27 agent 27 links 27 smart-contracts 27 api 27 tensorflow 27 dotnet 27 windows 26 multimodal 26 crypto 26 software-engineering 26 react-native 26 csharp 26 mcp 25 computer-graphics 25 angular 25 music 25 defi 25 self-supervised-learning 24 science 24 git 24 penetration-testing 24 pytorch 24 osint 24 pentesting 24 django 24 object-detection 24 microsoft 24 slam 24 r 23 library 23 hacktoberfest-accepted 23 engineering 23 coding 23 markdown 23 unity 23 serverless 23 embedded 23 awsome-list 23 cryptography 23 ui 22 game-engine 22 roadmap 22 self-hosted 22 python3 22 neural-networks 22 gpt-4 22 data-analysis 22 best-practices 22 mobile 22 ai-agents 22 infosec 22 mathematics 22 cli 21 kotlin 21 startups 21 blog 21 free-tutorials 21 segmentation 21 audio 21 apple 21 opendata 21 knowledge-graph 21 sql 21 visualization 21 prompt-engineering 21 awesomeness 21 interview 21 gpt-3 21 blogs 20 programming-language 20 jobs 20 federated-learning 20 data-mining 20 mlops 20 apps 20 azure 20 awsome 20 learning-resources 20 deeplearning 20 c 20 chinese 20 3d 20 guidelines 20 autonomous-driving 20 cloud-computing 20 youtube 20 website 20 reasoning 19 foundation-models 19 graph 19 marketing 19 agents 19 raspberry-pi 19 statistics 19 saas 19 time-series 19 js 19 chatbot 19 graphql 18 llama 18 nextjs 18 bash 18 representation-learning 18 bugbounty 18 startup 18 curated 18 ai-tools 18 front-end 18 machinelearning 18 reverse-engineering 18 transformers 17 containers 17 algorithm 17 backend 17 decentralized 17 generative-art 17 software-development 17 cheatsheet 17 aigc 17 stable-diffusion 17 optimization 17 code 17 language 17 cloud-native 17 image-processing 17 knowledge 17 data-structures 16 nerf 16 big-data 16 webgl 16 seo 16 cms 16 networking 16 bert 16 microservices 16 articles 16 analytics 16 open-data 15 animation 15 monitoring 15 icons 15 technology 15 dart 15 readme 15 pentest 15 resource 15 ros 15 detection 15 graphics 15 autonomous-vehicles 15 art 14 vuejs 14 mysql 14 android-library 14 deepseek 14 webassembly 14 p2p 14 foss 14 recommender-system 14 language-model 14 react-components 14 mac 14 finance 14 telegram 14 selfhosted 14 terminal 14 performance 14 devsecops 14 unicorns 14 awesome-ai 14 prompt 14 code-generation 14 videos 14 distributed-systems 14 oss 14 node 14 large-language-model 14 multimodal-deep-learning 14 diffusion 14 data-engineering 14 android-development 14 dotnet-core 13 speech-recognition 13 podcast 13 swiftui 13 plugins 13 embodied-ai 13 command-line 13 frameworks 13 vscode 13 wordpress 13 fuzzing 13 microservice 13 webdevelopment 13 generative-adversarial-network 13 gis 13 pose-estimation 13 remote-sensing 13 laravel 13 search 13 quantum-computing 13 multimodal-large-language-models 13 evm 13 text-to-image 13 deep-reinforcement-learning 13 agentic-ai 13 malware-analysis 13 transfer-learning 13 static-analysis 12 generative-model 12 font 12 search-engine 12 mcp-server 12 es6 12 svelte 12 chain-of-thought 12 leetcode 12 image-generation 12 graphics-programming 12 discord 12 rag 12 multimodal-learning 12 gan 12 video-generation 12 static-site-generator 12 cross-platform 12 wasm 12 elasticsearch 12 npm 12 anomaly-detection 12 image 12 pwa 12 sustainability 12 guide 12 postgresql 12 webapp 12 vlm 12 interview-questions 12 rails 12 gaming 12 storage 12 dapp 12 yolo 11 question-answering 11 benchmark 11 ecommerce 11 ctf 11 infrastructure-as-code 11 cuda 11 planning 11 hosting 11 book 11 vision-and-language 11 programming-languages 11 developer 11 vibe-coding 11 free-software 11 climate-change 11 sysadmin 11 open-science 11 few-shot-learning 11 haskell 11 ui-design 11 front-end-development 11 databases 11 automl 11 ux 11 course 11 webpack 11 beginner-friendly 11 threat-intelligence 11 objective-c 11 rest-api 11 google 11 creative-coding 11 design-systems 11 unity3d 11 application 11 hacktoberfest2020 11 rl 11 3d-graphics 11 point-cloud 11 article 11 cvpr 11 mllm 11 text-mining 10 reading-list 10 flutter-apps 10 model-compression 10 chatgpt-api 10 3d-reconstruction 10 gpts 10 functional-programming 10 bot 10 deepseek-r1 10 hacktoberfest2021 10 geospatial 10 cyber-security 10 fpga 10 vision-language-model 10 datascience 10 malware 10 vr 10 in-context-learning 10 bug-bounty 10 semantic-segmentation 10 speech-processing 10 golang-library 10 writing 10 augmented-reality 10 workflow 10 utilities 10 network 10 medical-imaging 10 android-app 10 social-network 10 time-series-analysis 10 ansible 10 operating-system 10 interpretability 10 android-application 10 templates 10 webdesign 10 solana 10 management 10 neuroscience 10 docs 10 authentication 10 bookmarks 10 movies 10 cv 10 claude 10 semantic-web 10 unsupervised-learning 10 ide 10 explainable-ai 10 podcasts 10 hacking-tools 10 machine-learning-algorithms 10 langchain 10 students 10 system-design 10 arduino 10 classification 9 erlang 9 exploit 9 news 9 anime 9 blockchain-technology 9 swift-library 9 json 9 jupyter-notebook 9 flask 9 data-analytics 9 email 9 arkit 9 sre 9 prompts 9 interview-preparation 9 tool 9 lua 9 conference 9 minecraft 9 alternatives 9 privacy-tools 9 drones 9 microservices-architecture 9 simulation 9 trading 9 reddit 9 sentiment-analysis 9 llmops 9 infrastructure 9