"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-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
awesome-list brain-tumor-segmentation brats2021 clinical-report covid-19 deep-neural-networks medical-image-analysis medical-image-classification medical-image-detection medical-image-reconstruction
1,269 stars
194 forks
202 projects
Last updated: 22 Sep 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-speech-emotion-recognition
😎 Awesome lists about Speech Emotion Recognition
affective-computing artificial-intelligence awesome awesome-list deep-learning deep-neural-networks emotion emotion-detection emotion-recognition emotional-speech
96 stars
6 forks
119 projects
Last updated: 27 Aug 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
LiDAR-Guide
LiDAR Guide
augmented-reality augmented-reality-applications awesome awesome-list awesome-resources deep-learning deep-neural-networks deep-reinforcement-learning image-processing lidar
89 stars
13 forks
176 projects
Last updated: 19 Aug 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
CoreML-Guide
Core ML Guide
awesome awesome-coreml awesome-list awesome-machine-learning awesome-readme awesome-resources coreml deep-learning deep-neural-networks ios
75 stars
8 forks
333 projects
Last updated: 24 Sep 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
PyTorch-Guide
PyTorch Guide
ai artificial-intelligence awesome awesome-deep-learning awesome-list awesome-machine-learning awesome-readme awesome-resources computer-vision cuda
30 stars
4 forks
616 projects
Last updated: 22 Aug 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
TensorFlow-Guide
TensorFlow Guide
awesome awesome-list awesome-machine-learning awesome-readme awesome-resources deep-learning deep-neural-network deep-neural-networks keras keras-neural-networks
19 stars
5 forks
819 projects
Last updated: 03 Sep 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