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

18,156 stars
3,968 forks
484 projects

Last updated: 01 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

10,264 stars
1,646 forks
1,770 projects

Last updated: 22 Sep 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: 31 Aug 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

2,716 stars
354 forks
278 projects

Last updated: 29 Aug 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

2,038 stars
357 forks
94 projects

Last updated: 07 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

1,655 stars
276 forks
226 projects

Last updated: 21 Aug 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

842 stars
64 forks
233 projects

Last updated: 14 Sep 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

838 stars
152 forks
105 projects

Last updated: 30 Aug 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: 11 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

535 stars
109 forks
118 projects

Last updated: 07 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

402 stars
51 forks
202 projects

Last updated: 26 Aug 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-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-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

206 stars
33 forks
260 projects

Last updated: 25 Aug 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

165 stars
55 forks
193 projects

Last updated: 04 Aug 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-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

155 stars
42 forks
166 projects

Last updated: 01 Sep 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

154 stars
55 forks
73 projects

Last updated: 05 Aug 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

147 stars
40 forks
595 projects

Last updated: 09 Aug 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

112 stars
4 forks
111 projects

Last updated: 17 Jun 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

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

102 stars
11 forks
259 projects

Last updated: 12 Jul 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

102 stars
8 forks
34 projects

Last updated: 05 Aug 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

55 stars
4 forks
85 projects

Last updated: 22 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-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

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

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: 16 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

Search
Keywords
awesome-list 4,570 awesome 4,051 awesome-lists 655 machine-learning 494 list 432 deep-learning 402 ai 352 resources 343 llm 324 python 238 hacktoberfest 229 lists 205 javascript 201 ai-agents 195 artificial-intelligence 192 security 185 open-source 177 programming 156 computer-vision 149 blockchain 147 curated-list 145 large-language-models 141 mcp 138 nlp 129 tools 127 chatgpt 115 data-science 114 developer-tools 113 react 111 android 98 natural-language-processing 94 awesome-readme 91 learning 91 devops 90 ai-tools 86 linux 86 cybersecurity 86 awesome-resources 83 generative-ai 83 ios 83 papers 82 claude-code 82 reinforcement-learning 81 openai 79 ethereum 77 robotics 76 css 74 rust 70 nodejs 67 kubernetes 66 survey 65 computer-science 65 claude 64 collection 63 datasets 61 macos 61 design 61 playground 61 golang 61 java 61 prompt-engineering 61 game-development 60 agent 60 free-resources 59 agentic-ai 59 automation 58 web3 57 agent-skills 57 getvm 57 php 56 privacy 56 hacking 56 bitcoin 54 frontend 53 llms 52 education 52 tutorial 51 go 51 swift 51 gpt 50 paper 50 typescript 50 research 49 free 49 web 49 security-tools 49 books 48 github 48 dataset 48 tutorials 48 agents 47 deep-neural-networks 46 productivity 46 api 46 opensource 46 data 46 rag 45 cryptocurrency 45 diffusion-models 45 development 45 cloud 44 paper-list 43 data-visualization 43 database 42 html 42 vue 41 community 41 anthropic 41 docker 41 gamedev 41 documentation 41 ml 40 software 40 open-data 39 model-context-protocol 39 skills 39 web-development 38 collections 38 game 37 multimodal 37 cli 36 neural-network 36 self-hosted 35 iot 35 crypto 35 testing 35 plugins 35 reactjs 34 labex 34 hands-on 34 ai-agent 34 prompts 34 aws 34 software-engineering 33 exercises 33 saas 33 cpp 33 courses 33 algorithms 33 marketing 32 graph-neural-networks 32 hardware 32 mlops 32 defi 32 flutter 32 framework 32 video 32 react-native 31 video-generation 31 games 31 solidity 31 penetration-testing 31 projects 30 dotnet 30 ruby 30 bioinformatics 30 reverse-engineering 30 gemini 30 libraries 30 architecture 30 transformer 30 pentesting 29 csharp 29 microsoft 29 image-generation 29 mobile 29 object-detection 28 deepseek 28 music 28 best-practices 28 knowledge-graph 28 llm-agents 28 windows 28 cryptography 28 data-analysis 28 openclaw 28 smart-contracts 28 slam 27 science 27 pytorch 27 tensorflow 27 osint 27 links 27 foundation-models 27 angular 27 ui 27 learning-resources 26 library 26 jobs 26 serverless 26 markdown 26 self-supervised-learning 26 nextjs 26 data-mining 25 infosec 25 time-series 25 3d 25 git 25 chinese 25 mcp-server 25 codex 25 django 25 cursor 25 kotlin 24 computer-graphics 24 awsome-list 24 mathematics 24 autonomous-agents 24 embedded 24 neural-networks 24 claude-skills 24 vibe-coding 24 roadmap 24 chatbot 24 seo 24 apple 23 langchain 23 cloud-computing 23 mcp-servers 23 finance 23 autonomous-driving 23 segmentation 23 interview 23 reasoning 23 game-engine 23 startups 23 startup 23 audio 23 unity 23 sql 23 engineering 23 python3 23 awesomeness 23 blog 23 devsecops 22 networking 22 c 22 programming-language 22 coding 22 federated-learning 22 llama 22 decentralized 22 text-to-image 22 website 22 software-development 22 azure 21 ai-coding 21 apps 21 graphql 21 blogs 21 visualization 21 deeplearning 21 hacktoberfest-accepted 21 benchmark 21 monitoring 21 gpt-3 21 embodied-ai 21 terminal 21 awsome 21 r 21 transformers 20 stable-diffusion 20 youtube 20 gis 20 graph 20 js 20 ai-safety 20 optimization 20 curated 20 opendata 20 remote-sensing 19 telegram 19 cloud-native 19 generative-art 19 speech-recognition 19 statistics 19 raspberry-pi 19 gpt-4 19 big-data 19 vlm 19 representation-learning 19 backend 19 multi-agent 19 data-structures 18 pentest 18 swiftui 18 front-end 18 bugbounty 18 guidelines 18 text-to-video 18 machinelearning 18 laravel 18 code 18 analytics 18 autonomous-vehicles 17 github-actions 17 image-processing 17 mllm 17 webgl 17 data-engineering 17 knowledge 17 command-line 17 quantization 17 foss 17 animation 17 prompt 17 large-language-model 17 android-development 17 aigc 17 cheatsheet 17 containers 17 nerf 17 bash 17 malware-analysis 17 ecommerce 16 performance 16 microservices 16 cms 16 vscode 16 videos 16 llmops 16 technology 16 ai-security 16 pose-estimation 16 medical-imaging 16 anomaly-detection 16 distributed-systems 16 dart 16 readme 16 bert 16 gaming 16 databases 16 diffusion 16 reddit 16 ros 16 articles 16 algorithm 16 copilot 16 language 16 generative-model 16 system-design 16 leetcode 15 vuejs 15 uav 15 p2p 15 mysql 15 multimodal-deep-learning 15 code-generation 15 selfhosted 15 awesome-ai 15 trading 15 evm 15 students 15 memory 15 recommender-system 15 espana 15 spain 15 resource 15 solana 15 mac 15 ai-video 15 multimodal-large-language-models 15 webassembly 15 npm 15 wasm 15 coding-agents 15 art 15 detection 15 react-components 15 google 15 drones 15 beginner-friendly 15 android-library 14 vector-database 14 dotnet-core 14 ai-art 14 ctf 14 yolo 14 wordpress 14 podcast 14 ui-design 14 graphics 14 mobile-development 14 generative-adversarial-network 14 observability 14 3d-graphics 14 xai 14 language-model 14 icons 14 knowledge-base 14 open-science 14 planning 14 software-architecture 14 vision-language-model 14 multimodal-learning 14 utilities 14 llm-security 14 frameworks 14 discord 14 oss 14 healthcare 14 gan 14 workflow 13 semantic-segmentation 13 drone 13 infrastructure 13 dapp 13 neuroscience 13 bug-bounty 13 microservice 13 speech-to-text 13 developer 13 quantum-computing 13 search 13 sysadmin 13 deep-reinforcement-learning 13 ux 13 simulation 13 storage 13 rl 13 threat-intelligence 13 evaluation 13 transfer-learning 13 static-analysis 13 programming-languages 13 software-libre 13 sre 13 free-software 13 rest-api 13 continual-learning 13 svelte 13 few-shot-learning 13 webdevelopment 13 geospatial 13 unicorns 13 dsh-plugin 13 time-series-analysis 13 objective-c 13 node 13 automl 13 sustainability 13 interview-questions 13 multi-agent-systems 13 fintech 13 deepseek-harness 13 pwa 13 search-engine 12 guide 12 creative-coding 12 image 12 test-automation 12 fuzzing 12 compliance 12 vulnerabilities 12 classification 12 article 12 social-media 12 llm-tools 12 rails 12 cicd 12 authentication 12 infrastructure-as-code 12 datos-abiertos 12 edge-computing 12 prompt-injection 12 gpu 12 es6 12 static-site-generator 12 question-answering 12 elasticsearch 12 cross-platform 12 social-network 12 graphics-programming 12 management 12 leadership 12 reading-list 12 application 12 machine-learning-algorithms 12 ros2 12 web-design 12 lua 12 postgresql 12 chain-of-thought 12 cuda 12 vision-and-language 12 cyber-security 12 privacy-tools 12 email 12 webapp 12 movies 11 point-cloud 11 video-editing 11 climate-change 11 data-analytics 11 erlang 11 vr 11 incident-response 11 retrieval-augmented-generation 11 font 11 unity3d 11