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

26,188 stars
4,415 forks
238 projects

Last updated: 17 Sep 2026

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

18,213 stars
3,966 forks
484 projects

Last updated: 20 Sep 2026

techniques

Techniques for deep learning with satellite & aerial imagery

convolutional-neural-networks dataset datasets deep-learning deep-neural-networks earth-observation image-classification machine-learning object-detection python

10,270 stars
1,645 forks
1,786 projects

Last updated: 04 Oct 2026

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

2,987 stars
345 forks
248 projects

Last updated: 28 Sep 2026

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

2,713 stars
354 forks
278 projects

Last updated: 13 Sep 2026

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

2,043 stars
359 forks
94 projects

Last updated: 28 Sep 2026

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

1,665 stars
272 forks
226 projects

Last updated: 20 Oct 2026

awesome-multi-task-learning

A curated 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

843 stars
64 forks
233 projects

Last updated: 01 Oct 2026

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

840 stars
152 forks
105 projects

Last updated: 27 Sep 2026

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

769 stars
169 forks
147 projects

Last updated: 29 Aug 2026

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

692 stars
58 forks
169 projects

Last updated: 31 Aug 2026

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

536 stars
110 forks
118 projects

Last updated: 27 Sep 2026

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

443 stars
85 forks
44 projects

Last updated: 20 Aug 2026

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

403 stars
51 forks
202 projects

Last updated: 01 Oct 2026

awesome-gans-and-deepfakes

A curated list of GAN & Deepfake papers and repositories.

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

352 stars
31 forks
61 projects

Last updated: 08 May 2026

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
36 forks
41 projects

Last updated: 01 Jun 2026

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

228 stars
35 forks
200 projects

Last updated: 19 Aug 2026

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

207 stars
33 forks
260 projects

Last updated: 12 Sep 2026

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

206 stars
19 forks
138 projects

Last updated: 08 Sep 2026

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

167 stars
55 forks
193 projects

Last updated: 20 Sep 2026

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

159 stars
49 forks
168 projects

Last updated: 12 Oct 2026

awesome-tensorial-neural-networks

A thoroughly investigated survey for tensorial neural networks.

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

156 stars
14 forks
136 projects

Last updated: 22 Aug 2026

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

155 stars
55 forks
73 projects

Last updated: 24 Sep 2026

awesome-datasets-hub

A curated collection of datasets for Large Language Models (LLMs), covering medical AI, NLP, multimodal learning, instruction tuning, reasoning, code generation, and evaluation benchmarks.

benchmark benchmarking deep-learning deep-neural-networks deeplearning genetic-algorithm llm llm-evaluation llm-inference machine-learning

148 stars
40 forks
595 projects

Last updated: 11 Sep 2026

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

113 stars
4 forks
111 projects

Last updated: 15 Sep 2026

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

109 stars
10 forks
43 projects

Last updated: 19 Aug 2026

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

101 stars
8 forks
34 projects

Last updated: 16 Sep 2026

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

100 stars
11 forks
259 projects

Last updated: 18 Sep 2026

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

61 stars
1 forks
40 projects

Last updated: 15 Aug 2026

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

58 stars
5 forks
41 projects

Last updated: 03 Sep 2026

awesome-3D-Generative-Models

Similar to the 2D Base Model, 3D Base Model is a bridge between text/images and 3D data.

3d ai aigc aigc3d deep-learning deep-neural-networks diffusion-models dit hunyuan3d

56 stars
4 forks
89 projects

Last updated: 29 Sep 2026

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

34 stars
2 forks
58 projects

Last updated: 10 Sep 2026

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

29 stars
6 forks
78 projects

Last updated: 25 Mar 2026

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

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

26 stars
4 forks
38 projects

Last updated: 30 Jul 2026

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

16 stars
7 forks
93 projects

Last updated: 22 Jul 2026

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

12 stars
3 forks
356 projects

Last updated: 24 Sep 2026

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

9 stars
1 forks
107 projects

Last updated: 22 Mar 2026

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awesome-list 4,369 awesome 3,816 machine-learning 491 list 445 awesome-lists 417 deep-learning 402 resources 356 llm 344 ai 328 python 231 hacktoberfest 230 ai-agents 211 lists 204 javascript 199 artificial-intelligence 193 security 182 curated-list 170 open-source 156 programming 153 computer-vision 148 mcp 146 large-language-models 145 blockchain 143 nlp 127 tools 124 chatgpt 115 developer-tools 114 data-science 112 react 107 android 96 natural-language-processing 91 awesome-readme 91 ai-tools 90 generative-ai 90 learning 90 claude-code 90 devops 87 linux 87 cybersecurity 85 awesome-resources 83 ios 82 reinforcement-learning 82 papers 82 openai 80 ethereum 76 robotics 76 css 71 rust 69 nodejs 67 computer-science 66 survey 65 claude 65 prompt-engineering 65 macos 65 agent-skills 65 kubernetes 65 agent 64 game-development 63 agentic-ai 63 automation 62 collection 62 datasets 62 playground 61 java 60 golang 60 free-resources 59 getvm 57 hacking 56 php 56 design 55 swift 54 privacy 54 web3 54 education 53 bitcoin 52 tutorial 52 typescript 51 frontend 51 free 51 go 51 security-tools 50 llms 50 gpt 50 dataset 50 paper 50 web 49 agents 49 productivity 49 research 49 books 48 diffusion-models 47 tutorials 46 github 46 deep-neural-networks 46 paper-list 45 rag 45 development 45 gamedev 43 skills 43 open-data 43 plugins 43 api 42 data-visualization 42 opensource 42 vue 41 cryptocurrency 41 anthropic 41 documentation 41 docker 41 cloud 40 community 40 html 40 model-context-protocol 40 data 39 software 39 self-hosted 39 ml 38 database 38 deepseek 38 game 37 prompts 37 cpp 36 neural-network 36 saas 36 multimodal 36 collections 35 ai-agent 35 video-generation 35 hands-on 34 labex 34 iot 34 cli 34 exercises 33 reverse-engineering 33 courses 33 testing 33 reactjs 33 video 33 algorithms 33 software-engineering 33 codex 32 hardware 32 marketing 32 graph-neural-networks 32 flutter 32 dotnet 32 pentesting 32 llm-agents 31 gemini 31 games 31 framework 31 ruby 31 solidity 31 react-native 31 mlops 31 web-development 31 aws 30 bioinformatics 30 image-generation 30 transformer 30 projects 30 penetration-testing 30 defi 30 csharp 29 libraries 29 windows 29 knowledge-graph 29 crypto 29 architecture 29 openclaw 29 best-practices 29 learning-resources 28 object-detection 28 cryptography 28 pytorch 28 cursor 28 git 27 foundation-models 27 microsoft 27 music 27 chinese 27 osint 27 links 27 vibe-coding 27 slam 27 tensorflow 27 autonomous-agents 26 angular 26 ui 26 jev 26 data-analysis 26 jobs 26 seo 26 claude-skills 26 smart-contracts 26 3d 26 interview 26 self-supervised-learning 26 chatbot 25 data-mining 25 markdown 25 neural-networks 25 time-series 25 mcp-server 25 library 25 infosec 25 mobile 25 deepseek-harness 24 startup 24 nextjs 24 science 24 awsome-list 24 computer-graphics 24 embedded 24 roadmap 24 text-to-video 24 text-to-image 24 startups 24 apple 23 game-engine 23 django 23 mathematics 23 python3 23 autonomous-driving 23 reasoning 23 c 23 dsh 23 awesomeness 23 audio 23 serverless 23 mcp-servers 23 apps 23 unity 23 segmentation 23 kotlin 23 devsecops 22 embodied-ai 22 federated-learning 22 programming-language 22 networking 22 langchain 22 ai-coding 22 cloud-computing 22 llama 22 monitoring 21 hacktoberfest-accepted 21 graph 21 deeplearning 21 sql 21 blog 21 software-development 21 visualization 21 coding 21 gis 21 stable-diffusion 21 gpt-3 21 optimization 21 terminal 21 awsome 21 benchmark 21 dsh-plugin 21 finance 21 azure 21 decentralized 20 website 20 engineering 20 multi-agent 20 transformers 20 opendata 20 r 20 remote-sensing 20 blogs 20 youtube 20 statistics 19 graphql 19 representation-learning 19 js 19 generative-art 19 cheatsheet 19 raspberry-pi 19 ai-safety 19 gpt-4 19 telegram 19 vlm 19 curated 19 bash 18 guidelines 18 code 18 bugbounty 18 cloud-native 18 prompt 18 swiftui 18 backend 18 ai-video 18 large-language-model 18 speech-recognition 18 machinelearning 18 front-end 18 software-libre 18 language 17 nerf 17 ai-security 17 containers 17 quantization 17 pentest 17 webgl 17 autonomous-vehicles 17 data-structures 17 aigc 17 command-line 17 foss 17 knowledge 17 analytics 17 image-processing 17 animation 17 system-one 17 mllm 17 performance 17 technology 16 android-development 16 algorithm 16 vscode 16 dart 16 generative-model 16 distributed-systems 16 ecommerce 16 videos 16 microservices 16 llmops 16 diffusion 16 readme 16 medical-imaging 16 malware-analysis 16 copilot 16 solana 16 awesome-ai 16 articles 16 coding-agents 16 pose-estimation 16 big-data 16 bert 16 anomaly-detection 16 classification 16 selfhosted 16 datos-abiertos 16 spain 16 espana 16 mac 16 laravel 16 reddit 16 memory 16 ros 16 data-engineering 16 trading 15 github-actions 15 multimodal-deep-learning 15 multimodal-large-language-models 15 leetcode 15 free-software 15 npm 15 detection 15 system-design 15 vuejs 15 code-generation 15 evm 15 objective-c 15 typesafe-ai 15 resource 15 llm-security 15 ctf 15 beginner-friendly 15 webassembly 14 wasm 14 vector-database 14 gaming 14 workflow 14 typesafe 14 dotnet-core 14 graphics 14 transfer-learning 14 yolo 14 observability 14 3d-graphics 14 art 14 bug-bounty 14 language-model 14 oss 14 knowledge-base 14 p2p 14 sysadmin 14 android-library 14 mysql 14 planning 14 evaluation 14 llm-tools 14 react-components 14 static-analysis 14 generative-adversarial-network 14 vision-language-model 14 multi-agent-systems 14 gan 14 podcast 14 recommender-system 14 cms 14 multimodal-learning 14 students 14 interview-questions 14 xai 14 node 14 discord 13 pwa 13 deep-reinforcement-learning 13 directory 13 speech-to-text 13 healthcare 13 databases 13 guide 13 icons 13 simulation 13 open-science 13 geospatial 13 dapp 13 ai-art 13 microservice 13 search 13 rl 13 compliance 13 sre 13 neuroscience 13 continual-learning 13 quantitative-finance 13 storage 13 developer 13 semantic-segmentation 13 frameworks 13 time-series-analysis 13 wordpress 13 few-shot-learning 13 programming-languages 13 ui-design 13 svelte 13 unicorns 13 question-answering 12 es6 12 machine-learning-algorithms 12 image 12 threat-intelligence 12 reading-list 12 management 12 search-engine 12 elasticsearch 12 rails 12 alternatives 12 qwen 12 leadership 12 privacy-tools 12 google 12 prompt-injection 12 unity3d 12 automl 12 cuda 12 indonesia 12 hacking-tools 12 gpu 12 chain-of-thought 12 fuzzing 12 gobierno-abierto 12 video-editing 12 graphics-programming 12 article 12 lua 12 software-architecture 12 authentication 12 vision-and-language 12 cross-platform 12 ai-development 12 ros2 12 rest-api 12 webpack 11 cicd 11 vr 11 llm-agent 11 social-network 11 swift-library 11 design-systems 11 course 11 webapp 11 arxiv 11 pdf 11 agent-memory 11 owasp 11 interpretability 11 creative-coding 11 free-tutorials 11 application 11 cvpr 11 3d-reconstruction 11 podcasts 11 world-models 11 font 11