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"deep-neural-networks" Awesome Lists

awesome-deep-learning-papers

The most cited deep learning papers

deep-learning deep-neural-networks machine-learning

25,181 stars
4,473 forks
238 projects

Last updated: 19 May 2024

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

14,924 stars
3,742 forks
484 projects

Last updated: 20 May 2024

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

2,757 stars
340 forks
248 projects

Last updated: 18 May 2024

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

2,544 stars
352 forks
276 projects

Last updated: 19 May 2024

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

1,401 stars
297 forks
94 projects

Last updated: 20 May 2024

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

1,335 stars
249 forks
556 projects

Last updated: 29 Oct 2024

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

723 stars
166 forks
147 projects

Last updated: 18 May 2024

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

677 stars
145 forks
105 projects

Last updated: 16 May 2024

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

626 stars
47 forks
229 projects

Last updated: 28 Aug 2024

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

510 stars
53 forks
169 projects

Last updated: 20 May 2024

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

439 stars
98 forks
106 projects

Last updated: 10 Dec 2024

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

388 stars
82 forks
44 projects

Last updated: 06 May 2024

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

336 stars
44 forks
201 projects

Last updated: 14 Jan 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

321 stars
29 forks
61 projects

Last updated: 12 May 2024

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

241 stars
37 forks
41 projects

Last updated: 15 Mar 2024

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

222 stars
35 forks
200 projects

Last updated: 20 Dec 2024

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

193 stars
31 forks
257 projects

Last updated: 19 May 2024

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

148 stars
57 forks
73 projects

Last updated: 17 Apr 2024

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

135 stars
45 forks
193 projects

Last updated: 15 May 2024

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

91 stars
11 forks
259 projects

Last updated: 08 May 2024

awesome-tensorial-neural-networks

A thoroughly investigated survey for tensorial neural networks.

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

88 stars
9 forks
99 projects

Last updated: 14 May 2024

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

83 stars
6 forks
34 projects

Last updated: 19 Jan 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

67 stars
3 forks
111 projects

Last updated: 15 May 2024

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

54 stars
5 forks
41 projects

Last updated: 21 Feb 2024

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

28 stars
4 forks
153 projects

Last updated: 21 Jan 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

27 stars
0 forks
40 projects

Last updated: 09 May 2024

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-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

22 stars
2 forks
58 projects

Last updated: 07 May 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

21 stars
3 forks
38 projects

Last updated: 20 Dec 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

20 stars
5 forks
78 projects

Last updated: 01 Jun 2024

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: 08 Apr 2024

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

10 stars
3 forks
46 projects

Last updated: 13 Jan 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

6 stars
1 forks
107 projects

Last updated: 29 Oct 2023

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awesome-list 3,397 awesome 3,067 machine-learning 401 list 371 awesome-lists 364 deep-learning 347 resources 292 hacktoberfest 237 python 194 lists 192 javascript 176 programming 155 ai 151 security 148 computer-vision 133 artificial-intelligence 128 blockchain 126 llm 114 tools 104 nlp 104 data-science 103 open-source 102 react 97 chatgpt 91 large-language-models 84 natural-language-processing 84 android 82 learning 76 linux 76 awesome-readme 74 css 72 ios 72 ethereum 70 curated-list 70 papers 69 awesome-resources 66 devops 66 nodejs 61 computer-science 60 playground 60 courses 59 free-resources 58 kubernetes 57 game-development 57 reinforcement-learning 57 getvm 57 macos 56 cybersecurity 55 tutorial 52 golang 52 privacy 52 robotics 52 rust 51 java 50 design 49 collection 49 frontend 47 bitcoin 47 labex 47 hands-on 47 paper 47 go 46 education 46 swift 46 hacking 46 web 45 books 44 datasets 43 openai 43 html 42 dataset 42 web3 42 cryptocurrency 42 php 41 cloud 41 gpt 40 data 40 exercises 40 deep-neural-networks 40 security-tools 40 development 39 free 39 vue 38 survey 37 tutorials 37 opensource 36 data-visualization 36 gamedev 36 docker 36 typescript 35 research 33 github 33 paper-list 33 database 33 llms 32 iot 32 documentation 31 aws 31 developer-tools 31 reactjs 31 collections 31 community 30 software 30 framework 30 neural-network 30 automation 29 hardware 29 game 29 ruby 29 video 28 architecture 28 graph-neural-networks 27 libraries 27 flutter 27 tensorflow 27 smart-contracts 27 generative-ai 27 bioinformatics 26 links 26 transformer 26 games 26 gpt-4 26 music 26 testing 26 algorithms 26 cpp 26 solidity 26 software-engineering 25 csharp 25 crypto 25 ml 25 git 25 windows 25 web-development 25 penetration-testing 24 defi 24 api 24 react-native 24 angular 24 pytorch 24 dotnet 24 gpt-3 23 django 23 pentesting 23 embedded 23 diffusion-models 23 markdown 23 library 23 unity 23 science 23 computer-graphics 23 awsome-list 22 self-supervised-learning 22 productivity 22 kotlin 22 infosec 22 youtube 22 audio 22 best-practices 22 microsoft 22 r 22 projects 22 data-analysis 21 object-detection 21 awesomeness 21 apple 21 cryptography 21 self-hosted 21 mathematics 20 c 20 cloud-computing 20 neural-networks 20 segmentation 20 startups 20 ui 20 knowledge-graph 20 opendata 20 serverless 20 osint 20 visualization 20 engineering 19 programming-language 19 chinese 19 mobile 19 azure 19 awsome 19 data-mining 19 sql 19 jobs 19 hacktoberfest-accepted 19 coding 19 game-engine 19 interview 18 guidelines 18 blogs 18 website 18 python3 18 apps 18 federated-learning 18 marketing 18 startup 18 raspberry-pi 18 llama 18 roadmap 18 deeplearning 17 cheatsheet 17 knowledge 17 multimodal 17 learning-resources 17 containers 17 stable-diffusion 17 chatbot 17 time-series 17 decentralized 17 bugbounty 17 graphql 17 autonomous-driving 17 algorithm 17 bash 17 graph 17 cli 17 front-end 17 blog 17 prompt-engineering 17 code 16 microservices 16 optimization 16 language 16 saas 16 webgl 16 statistics 16 agent 16 resource 16 image-processing 16 articles 16 bert 16 slam 16 mlops 16 representation-learning 16 curated 16 big-data 15 analytics 15 vuejs 15 nextjs 15 technology 15 transformers 15 reverse-engineering 15 machinelearning 15 software-development 15 pentest 15 foundation-models 15 networking 15 generative-art 15 aigc 15 autonomous-vehicles 15 graphics 15 3d 15 cloud-native 15 prompt 14 telegram 14 data-engineering 14 selfhosted 14 icons 14 detection 14 nerf 14 ros 14 dart 14 terminal 14 mac 14 data-structures 14 devsecops 14 recommender-system 14 readme 14 mysql 14 distributed-systems 13 multimodal-deep-learning 13 webassembly 13 laravel 13 deep-reinforcement-learning 13 monitoring 13 animation 13 cms 13 open-data 13 swiftui 13 remote-sensing 13 generative-adversarial-network 13 unicorns 13 seo 13 finance 13 speech-recognition 13 microservice 13 performance 13 backend 13 dotnet-core 13 foss 13 gis 13 gan 12 podcast 12 question-answering 12 videos 12 objective-c 12 image 12 graphics-programming 12 svelte 12 ecommerce 12 android-library 12 oss 12 node 12 guide 12 android-development 12 search-engine 12 storage 12 search 12 rails 12 p2p 12 vision-and-language 12 font 12 gaming 12 postgresql 12 plugins 12 discord 12 haskell 12 command-line 12 ansible 12 react-components 12 art 12 elasticsearch 12 pwa 12 wordpress 12 unity3d 11 front-end-development 11 sysadmin 11 js 11 chatgpt-api 11 course 11 network 11 webpack 11 vscode 11 static-analysis 11 language-model 11 large-language-model 11 malware-analysis 11 free-software 11 transfer-learning 11 movies 11 dapp 11 automl 11 beginner-friendly 11 evm 11 databases 11 fuzzing 11 pose-estimation 11 frameworks 11 wasm 11 ui-design 11 point-cloud 11 design-systems 11 cvpr 11 creative-coding 11 sustainability 11 hacktoberfest2020 11 planning 11 open-science 10 climate-change 10 bookmarks 10 edge-computing 10 quantum-computing 10 cv 10 medical-imaging 10 indonesia 10 docs 10 hacktoberfest2021 10 guides 10 rest-api 10 programming-languages 10 vr 10 speech-processing 10 cross-platform 10 multimodal-learning 10 hacking-tools 10 students 10 operating-system 10 text-to-image 10 gpu 10 developer 10 writing 10 application 10 text-mining 10 3d-graphics 10 model-compression 10 ctf 10 bot 10 diffusion 10 cuda 10 authentication 10 arduino 10 interview-questions 10 gpts 10 hosting 10 reading-list 10 geospatial 10 interpretability 10 golang-library 10 unix 9 blockchain-technology 9 webcomponents 9 arkit 9 flask 9 anomaly-detection 9 email 9 code-generation 9 unsupervised-learning 9 generative-model 9 fairness 9 conference 9 erlang 9 ide 9 leetcode 9 npm 9 sre 9 flutter-apps 9 machine-learning-algorithms 9 yolo 9 websites 9 applications 9 google 9 jupyter-notebook 9 ux 9 ionic 9 cicd 9 infrastructure-as-code 9 time-series-analysis 9 privacy-tools 9 reference 9 classification 9 trading 9 sentiment-analysis 9 microservices-architecture 9 article 9 malware 9 fpga 9 swift-library 9 augmented-reality 9 explainable-ai 9 math 9 image-generation 9 in-context-learning 9 datascience 9 android-application 9 simulation 9 news 9 book 9 system-design 9 reddit 9 management 9 semantic-web 9 bug-bounty 9 android-app 9 social-network 9 quantization 9 podcasts 9 benchmark 9 anime 8 ruby-on-rails 8 conferences 8 linux-desktop 8 multimodal-large-language-models 8 adversarial-machine-learning 8 leadership 8 redux 8 xcode 8 drug-discovery 8 chemistry 8 virtual-reality 8 mobile-development 8 btc 8 functional-programming 8 lua 8 opencv 8 devops-tools 8 chinese-translation 8 neural-architecture-search 8 data-analytics 8 k8s 8 profile 8 rag 8 dapps 8 engine 8 exploit 8 few-shot-learning 8 electronics 8 interview-preparation 8 xai 8 ui-components 8 embedded-systems 8 prometheus 8 neuroscience 8 bots 8 bsd 8 distributed-database 8