Ecosyste.ms: Awesome

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

36 "deep-neural-networks" Awesome Lists

awesome-deep-learning-papers

The most cited deep learning papers

deep-learning deep-neural-networks machine-learning

25,144 stars
4,470 forks
238 projects

Last updated: 08 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

14,873 stars
3,742 forks
484 projects

Last updated: 05 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

2,750 stars
340 forks
248 projects

Last updated: 03 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

2,532 stars
353 forks
276 projects

Last updated: 03 May 2024

Awesome-System-for-Machine-Learning

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

automl computer-system deep-learning deep-neural-networks deep-reinforcement-learning distributed-systems edge-computing inference infrastructure machine-learning

2,432 stars
300 forks
80 projects

Last updated: 30 Apr 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

1,396 stars
297 forks
94 projects

Last updated: 07 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

1,210 stars
223 forks
447 projects

Last updated: 03 May 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

719 stars
166 forks
147 projects

Last updated: 08 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

675 stars
145 forks
105 projects

Last updated: 07 May 2024

awesome-multi-task-learning

2023 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

548 stars
46 forks
221 projects

Last updated: 03 May 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

504 stars
53 forks
169 projects

Last updated: 05 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

411 stars
93 forks
106 projects

Last updated: 23 Apr 2024

awesome-uncertainty-deeplearning

This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.

awesome awesome-resources deep-learning deep-learning-tutorials deep-neural-networks machine-learning uncertainty-analysis uncertainty-estimation uncertainty-neural-networks uncertainty-quantification

340 stars
39 forks
32 projects

Last updated: 05 Feb 2024

awesome-gans-and-deepfakes

A curated list of GAN & Deepfake papers and repositories.

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

320 stars
29 forks
61 projects

Last updated: 22 Apr 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

283 stars
34 forks
201 projects

Last updated: 25 Apr 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

218 stars
35 forks
200 projects

Last updated: 02 May 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

192 stars
30 forks
257 projects

Last updated: 03 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

134 stars
45 forks
193 projects

Last updated: 03 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

89 stars
11 forks
259 projects

Last updated: 21 Apr 2024

awesome-tensorial-neural-networks

A thoroughly investigated survey for tensorial neural networks.

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

85 stars
9 forks
99 projects

Last updated: 01 May 2024

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
97 projects

Last updated: 27 Apr 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-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

26 stars
0 forks
40 projects

Last updated: 16 Mar 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

21 stars
2 forks
58 projects

Last updated: 10 Oct 2023

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
76 projects

Last updated: 19 Mar 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

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

13 stars
3 forks
38 projects

Last updated: 27 Apr 2024

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

Keywords
awesome-list 2,418 awesome 2,207 machine-learning 320 list 289 deep-learning 280 resources 230 hacktoberfest 193 awesome-lists 183 lists 163 python 156 javascript 133 security 117 blockchain 98 computer-vision 98 artificial-intelligence 79 data-science 77 nlp 74 ai 74 react 72 open-source 68 curated-list 65 android 65 tools 64 chatgpt 63 natural-language-processing 59 ios 58 ethereum 57 learning 57 linux 55 awesome-readme 53 devops 52 css 52 papers 50 nodejs 47 reinforcement-learning 46 kubernetes 42 computer-science 42 llm 42 robotics 41 game-development 41 frontend 40 awesome-resources 39 macos 39 bitcoin 38 golang 37 tutorial 37 privacy 37 design 37 php 36 deep-neural-networks 36 collection 36 openai 35 cybersecurity 35 large-language-models 35 programming 35 java 34 development 34 rust 33 datasets 33 books 32 cryptocurrency 32 cloud 32 swift 32 web 32 hacking 32 paper 31 dataset 31 data 30 web3 30 go 30 iot 29 opensource 29 education 29 security-tools 29 neural-network 27 gpt 27 database 27 data-visualization 27 vue 27 gamedev 27 tutorials 27 aws 26 tensorflow 25 smart-contracts 25 html 25 architecture 24 research 24 collections 24 libraries 24 free 24 courses 24 community 24 flutter 23 software 23 docker 23 ruby 23 framework 22 gpt-4 22 automation 21 typescript 21 solidity 21 developer-tools 21 game 21 paper-list 21 video 21 react-native 21 github 21 gpt-3 20 games 20 defi 20 api 20 reactjs 20 documentation 19 object-detection 19 angular 19 music 19 algorithms 19 links 19 testing 19 hardware 19 windows 18 pytorch 18 audio 18 embedded 18 unity 18 serverless 18 awesomeness 18 bioinformatics 18 cryptography 17 best-practices 17 raspberry-pi 17 hacktoberfest-accepted 17 ml 17 data-mining 17 computer-graphics 17 graph-neural-networks 17 microsoft 17 dotnet 17 federated-learning 17 cpp 17 survey 17 mobile 17 r 16 visualization 16 awsome 16 programming-language 16 web-development 16 startups 16 csharp 16 productivity 16 segmentation 16 git 16 cloud-computing 16 kotlin 16 infosec 16 containers 16 youtube 16 deeplearning 16 pentesting 16 knowledge-graph 15 science 15 ui 15 interview 15 machinelearning 15 penetration-testing 15 azure 15 time-series 15 markdown 15 osint 15 software-engineering 14 slam 14 django 14 graph 14 graphql 14 self-supervised-learning 14 front-end 14 llms 14 website 14 language 14 transformer 14 awsome-list 14 chinese 14 data-analysis 14 microservices 14 decentralized 14 neural-networks 14 image-processing 14 c 14 coding 13 game-engine 13 optimization 13 cloud-native 13 deep-reinforcement-learning 13 multimodal 13 crypto 13 python3 13 blogs 13 opendata 13 saas 13 roadmap 13 chatbot 13 marketing 13 vuejs 13 guidelines 13 apple 13 cli 13 jobs 13 reverse-engineering 13 webgl 13 cms 12 stable-diffusion 12 gis 12 podcast 12 data-engineering 12 finance 12 sql 12 bugbounty 12 svelte 12 ros 12 autonomous-driving 12 wordpress 12 engineering 12 autonomous-vehicles 12 bash 12 knowledge 12 speech-recognition 12 mathematics 12 webassembly 12 mysql 12 big-data 12 startup 12 statistics 12 curated 11 laravel 11 hacktoberfest2020 11 library 11 bert 11 multimodal-deep-learning 11 distributed-systems 11 analytics 11 generative-ai 11 code 11 diffusion-models 11 gan 11 elasticsearch 11 detection 11 generative-adversarial-network 11 llama 11 monitoring 11 pentest 11 microservice 11 dart 11 dapp 11 icons 11 prompt-engineering 11 vscode 10 pwa 10 static-analysis 10 performance 10 recommender-system 10 question-answering 10 model-compression 10 rails 10 graphics 10 wasm 10 automl 10 networking 10 seo 10 p2p 10 android-library 10 text-mining 10 graphics-programming 10 android-development 10 prompt 10 dotnet-core 10 ecommerce 10 evm 10 resource 10 data-structures 10 storage 10 self-hosted 10 cheatsheet 10 devsecops 10 mlops 10 unicorns 10 generative-art 10 node 10 terminal 10 backend 10 apps 10 malware-analysis 10 articles 10 representation-learning 10 open-data 10 algorithm 10 telegram 10 unity3d 10 podcasts 9 quantization 9 point-cloud 9 pose-estimation 9 remote-sensing 9 interview-questions 9 guide 9 webpack 9 fuzzing 9 chatgpt-api 9 gpts 9 software-development 9 design-systems 9 oss 9 blog 9 react-components 9 simulation 9 js 9 plugins 9 authentication 9 technology 9 search 9 search-engine 9 swiftui 9 databases 9 movies 9 front-end-development 9 malware 9 transfer-learning 9 semantic-web 9 microservices-architecture 8 edge-computing 8 course 8 reddit 8 jupyter-notebook 8 discord 8 quantum-computing 8 language-model 8 planning 8 foss 8 book 8 ux 8 developer 8 command-line 8 transformers 8 prometheus 8 ctf 8 indonesia 8 text-to-image 8 neural-architecture-search 8 cross-platform 8 json 8 spring-boot 8 operating-system 8 google 8 vr 8 3d-graphics 8 speech-processing 8 creative-coding 8 nerf 8 frameworks 8 cv 8 reading-list 8 sentiment-analysis 8 free-software 8 system-design 8 erlang 8 leadership 8 management 8 korean 8 geospatial 8 art 8 powershell 8 postgresql 8 projects 8 videos 8 ansible 8 trading 8 multimodal-learning 8 vision-and-language 8 xcode 8 pruning 8 ubuntu 8 classification 8 article 8 mac 8 fpga 8 haskell 8 hacktoberfest2021 8 augmented-reality 8 bsd 8 ionic 7 infrastructure-as-code 7 webcomponents 7 wordpress-plugin 7 machine-learning-algorithms 7 open-science 7 forensics 7 semantic-segmentation 7 map 7 infrastructure 7 maps 7 rest-api 7 curated-lists 7 paas 7 nginx 7 websites 7 gpu 7 bots 7 conference 7 spark 7 opengl 7 speech-to-text 7 nosql 7 cvpr 7 gaming 7 few-shot-learning 7 adversarial-attacks 7 explainable-ai 7 aigc 7 speech 7 hosting 7 terraform 7 flutter-apps 7 flutter-examples 7 gpt4 7 arduino 7 beginner-friendly 7 static-site-generator 7 bookmarks 7 learning-resources 7 ui-design 7 checklist 7 ide 7 sysadmin 7 load-testing 7 hacking-tools 7 fairness 7 font 7 interpretability 7 xai 7 programming-languages 7 yolo 7 email 7 vulnerabilities 7 blockchain-technology 7 healthcare 7 adversarial-machine-learning 7 conferences 7 fintech 7 application 7 in-context-learning 7 readme 7 flask 7 reference 7 btc 7 applications 7 twitter 7 k8s 7 lightning-network 7 chinese-translation 7 3d-vision 7 drug-discovery 7 notes 7 animation 7 time-series-analysis 7 chemistry 7 redteaming 6 product-management 6 spring 6 ontology 6 leetcode 6 image-classification 6 apache-spark 6 medical-imaging 6 contrastive-learning 6 reactive-programming 6 mobile-development 6 cheatsheets 6 code-generation 6 layer2 6 earth-observation 6 meta-learning 6 virtual-machine 6 production 6 objective-c 6 knowledge-base 6 model 6 electronics 6 information-extraction 6 plugin 6 wiki 6 engineering-management 6 hacks 6 image-generation 6 research-paper 6 network 6 covid-19 6 career 6 interview-preparation 6 job-board 6 project-management 6 politics 6