0 "deep-neural-networks" Awesome Lists
awesome-deep-learning-papers
The most cited deep learning papers
deep-learning deep-neural-networks machine-learning
26,174 stars
4,418 forks
238 projects
Last updated: 08 Aug 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
18,089 stars
3,970 forks
484 projects
Last updated: 12 Aug 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
10,240 stars
1,643 forks
1,750 projects
Last updated: 29 Aug 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
2,974 stars
346 forks
248 projects
Last updated: 22 Jul 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
355 forks
278 projects
Last updated: 13 Jul 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
2,017 stars
356 forks
94 projects
Last updated: 31 Jul 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
277 forks
226 projects
Last updated: 06 Aug 2026
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
1,295 stars
195 forks
204 projects
Last updated: 30 Jul 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: 20 Jul 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
831 stars
152 forks
105 projects
Last updated: 15 Jul 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
168 forks
147 projects
Last updated: 28 Jul 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
533 stars
110 forks
118 projects
Last updated: 27 Jul 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
442 stars
85 forks
44 projects
Last updated: 20 Jul 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
401 stars
51 forks
202 projects
Last updated: 10 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
229 stars
35 forks
200 projects
Last updated: 31 Jul 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
32 forks
259 projects
Last updated: 01 May 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
201 stars
19 forks
133 projects
Last updated: 02 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-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
165 projects
Last updated: 01 Sep 2026
awesome-tensorial-neural-networks
A thoroughly investigated survey for tensorial neural networks.
artificial-intelligence deep-neural-networks machine-learning quamtum tensor-decomposition
155 stars
14 forks
136 projects
Last updated: 23 Jul 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
153 stars
55 forks
73 projects
Last updated: 06 Jun 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
107 stars
9 forks
43 projects
Last updated: 16 Jul 2026
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
106 stars
16 forks
176 projects
Last updated: 17 Jul 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
101 stars
8 forks
34 projects
Last updated: 28 May 2026
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
101 stars
6 forks
119 projects
Last updated: 20 May 2026
CoreML-Guide
Core ML Guide
awesome awesome-coreml awesome-list awesome-machine-learning awesome-readme awesome-resources coreml deep-learning deep-neural-networks ios
90 stars
11 forks
333 projects
Last updated: 03 Jun 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
60 stars
1 forks
40 projects
Last updated: 18 Jul 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
59 stars
5 forks
41 projects
Last updated: 17 Jun 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
43 stars
3 forks
73 projects
Last updated: 15 Jul 2026
PyTorch-Guide
PyTorch Guide
ai artificial-intelligence awesome awesome-deep-learning awesome-list awesome-machine-learning awesome-readme awesome-resources computer-vision cuda
41 stars
8 forks
616 projects
Last updated: 07 Jul 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
33 stars
2 forks
58 projects
Last updated: 02 Feb 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
25 stars
4 forks
38 projects
Last updated: 05 Dec 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
22 stars
5 forks
819 projects
Last updated: 21 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 Jul 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