Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
72 "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-quantum-machine-learning
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
ai ant-colony-optimization artificial-intelligence artificial-neural-networks awesome awesome-list fcm hmm-model kmeans knn-classification
2,564 stars
652 forks
267 projects
Last updated: 07 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-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
awesome binarization binarized-neural-networks binary-network deep-learning efficient-deep-learning lightweight-neural-network model-acceleration model-compression model-quantization
1,630 stars
198 forks
526 projects
Last updated: 07 May 2024
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
deep-learning graph-mining graph-neural-networks graph-self-supervised-learning machine-learning pre-training pretraining self-supervised-learning
1,477 stars
164 forks
440 projects
Last updated: 03 May 2024
awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
ai algorithms artificial-intelligence cloud-devops data data-generation deep-learning dl docker graal
1,420 stars
343 forks
95 projects
Last updated: 04 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
1,396 stars
297 forks
94 projects
Last updated: 07 May 2024
awesome-normalizing-flows
Awesome resources on normalizing flows.
autoregressive awesome-list bayesian-inference bayesian-neural-networks density-estimation generative-modeling machine-learning normalizing-flows variational-inference
1,302 stars
116 forks
151 projects
Last updated: 01 May 2024
awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning
1,286 stars
161 forks
76 projects
Last updated: 06 May 2024
Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
artificial-intelligence awesome computer-vision data-mining database deep-learning efficiency federated-learning federated-learning-framework graph
1,257 stars
162 forks
1,796 projects
Last updated: 12 Apr 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-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
1,110 stars
167 forks
202 projects
Last updated: 03 May 2024
awesome-transformer-nlp
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
attention-mechanism awesome awesome-list bert chatgpt gpt-2 gpt-3 gpt-4 language-model llama
1,029 stars
124 forks
300 projects
Last updated: 21 Apr 2024
awesome-capsule-networks
A curated list of awesome resources related to capsule networks
awesome-list capsule-network capsule-networks computer-vision deep-learning neural-networks
973 stars
198 forks
67 projects
Last updated: 21 Feb 2024
awesome-gcn
resources for graph convolutional networks (图卷积神经网络相关资源)
cv gcn graph-attention graph-attention-networks graph-neural-networks nlp
851 stars
131 forks
122 projects
Last updated: 17 Apr 2024
awesome-ai-awesomeness
A curated list of awesome awesomeness about artificial intelligence
artificial-intelligence artificial-neural-networks computer-vision deep-learning machine-l natural-language-processing neural-networks
794 stars
110 forks
236 projects
Last updated: 05 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-Deep-Graph-Clustering
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering
700 stars
130 forks
189 projects
Last updated: 11 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-graph-transformer
Papers about graph transformers.
deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers
631 stars
58 forks
93 projects
Last updated: 06 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-ml-model-compression
Awesome machine learning model compression research papers, tools, and learning material.
awesome-list machine-learning model-compression neural-networks pruning quantization
445 stars
57 forks
110 projects
Last updated: 08 May 2024
Awesome-GNN4TS
📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
awesome dynamic-graphs graph-neural-networks graph-structure-learning spatial-temporal-data spatial-temporal-forecasting survey temporal-data temporal-graphs time-series
432 stars
44 forks
223 projects
Last updated: 04 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
412 stars
93 forks
106 projects
Last updated: 07 May 2024
awesome-quantum-ml
Curated list of awesome papers and resources in quantum machine learning
awesome-list machine-learning quantum-computing quantum-machine-learning quantum-neural-networks
351 stars
80 forks
111 projects
Last updated: 01 May 2024
awesome-graph-attack-papers
Adversarial attacks and defenses on Graph Neural Networks.
adversarial-attacks adversarial-examples awesome awesome-list deep-learning defense graph graph-neural-networks literature-review machine-learning
346 stars
29 forks
86 projects
Last updated: 22 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
ai4artists
A list of AI Art courses, tools, libraries, people, and places.
ai-art artificial-intelligence awesome awesome-list creative-coding deep-learning generative-art generative-models neural-networks pytorch
321 stars
25 forks
260 projects
Last updated: 12 Apr 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-tensorlayer
A curated list of dedicated resources and applications
adversarial-learning autoencoder cifar-10 computer-vision convolutional-neural-networks database generative-adversarial-network horovod keras lstm-neural-networks
266 stars
62 forks
51 projects
Last updated: 18 Feb 2024
graph-networks
A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined
awesome graph-networks graph-neural-networks recommendation-system recommender-system tensorflow
266 stars
58 forks
246 projects
Last updated: 27 Apr 2024
awesome-gnn-systems
A list of awesome GNN systems.
awesome-list awesome-papers graph-neural-networks graph-systems
249 stars
22 forks
106 projects
Last updated: 20 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-medical-imaging
Awesome list of software that I use to do research in medical imaging.
computer-vision deep-learning image-processing machine-learning medical-imaging neural-networks
202 stars
34 forks
34 projects
Last updated: 19 Apr 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-graph-ood
Papers about out-of-distribution generalization on graphs.
deep-learning graph-mining graph-neural-networks machine-learning out-of-distribution-generalization
141 stars
9 forks
73 projects
Last updated: 27 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
awesome-few-shot-gnn
An index of algorithms for few-shot learning/meta-learning on graphs
few-shot-learning graph-neural-networks meta-learning
120 stars
15 forks
53 projects
Last updated: 24 Apr 2024
awesome-auto-graph-learning
A paper collection about automated graph learning
automl deep-learning graph graph-neural-networks hyper-parameter-optimization machine-learning neural-architecture-search
89 stars
7 forks
123 projects
Last updated: 22 Apr 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-graph-reduction
[IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.
coreset-selection dataset-distillation graph-coarsening graph-neural-networks machine-learning
85 stars
6 forks
122 projects
Last updated: 04 May 2024
awesome-imbalanced-learning-on-graphs
A repository contains a collection of resources and papers on Imbalance Learning On Graphs
graph-neural-networks imbalanced-learning robust-machine-learning
69 stars
7 forks
45 projects
Last updated: 03 May 2024
BNN-ANN-papers
Papers : Biological and Artificial Neural Networks
artificial-neural-networks awesome-list biological-neural-networks neurosci
68 stars
6 forks
143 projects
Last updated: 26 Dec 2023
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-graph-representation-learning
A curated list of awesome graph representation learning.
adversarial-learning awesome-list graph graph-convolutional-networks graph-embedding graph-mining graph-neural-networks graph-representation-learning
66 stars
5 forks
32 projects
Last updated: 05 Dec 2023
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
57 stars
8 forks
176 projects
Last updated: 29 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
qml-vqa-library
A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum algorithms, tensor networks, and classical machine learning applications in quantum systems.
awesome-list deep-learning machine-learning quantum-computing quantum-machine-learning quantum-neural-networks variational-quantum-circuit
52 stars
14 forks
120 projects
Last updated: 30 Mar 2024
awesome-graph-self-supervised-learning-based-recommendation
A curated list of awesome graph & self-supervised-learning-based recommendation.
contrastive-learning deep-learning graph-based-recommendation graph-neural-networks knowledge-graph-for-recommendation machine-learning recommendation-system self-supervised-learning
46 stars
6 forks
58 projects
Last updated: 04 Jan 2024
awesome-nlp-references
A curated list of resources dedicated to Knowledge Distillation, Recommendation System, especially Natural Language Processing (NLP).
awesome-list awesome-nlp deep-learning knowledge-distillation machine-learning natural-language-processing neural-networks nlp nlp-references nlp-resources
34 stars
5 forks
58 projects
Last updated: 10 Feb 2024
CoreML-Guide
Core ML Guide
awesome awesome-coreml awesome-list awesome-machine-learning awesome-readme awesome-resources coreml deep-learning deep-neural-networks ios
28 stars
2 forks
333 projects
Last updated: 29 Apr 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
PyTorch-Guide
PyTorch Guide
ai artificial-intelligence awesome awesome-deep-learning awesome-list awesome-machine-learning awesome-readme awesome-resources computer-vision cuda
23 stars
1 forks
616 projects
Last updated: 03 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-scientific-machine-learning
A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software
differential-equations neural-differential-equations physics-informed-learning physics-informed-neural-networks pinn scientific-machine-learning sciml
19 stars
4 forks
52 projects
Last updated: 21 Feb 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-neuromorphic
A curated list of awesome neuromorphic frameworks, libraries, resources, and other things
ann-to-snn awesome awesome-list brain list loihi machine-learning neural-networks neuro neuromorphic
15 stars
2 forks
37 projects
Last updated: 15 Apr 2024
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
14 stars
2 forks
819 projects
Last updated: 05 Jan 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-sciml
Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.
bayesian-deep-learning bayesian-inference data-science deep-learning julia machine-learning mathematical-biology mathematical-epidemiology neural-ode physics-informed-neural-networks
7 stars
1 forks
481 projects
Last updated: 17 Feb 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
awesome-ai-tools
🔴VERY LARGE AI TOOL LIST! 🔴 extensive collection of tools and resources covering a broad range of applications in the world of artificial intelligence (AI) and machine learning (ML). This list encompasses a variety of categories, including educational resources specific to AI and ML, advanced tools for photo and video generation, chatbots, etc.
ai-education ai-music-generation ai-research ai-video-generation artificial-intelligence chatbots code-assistants computer-vision data-science deep-learning
5 stars
0 forks
456 projects
Last updated: 28 Mar 2024