capsule-network

There are 16 repositories under capsule-network topic.

TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
machine-learning deep-learning tensorflow python pytorch keras lua matplotlib aws kaggle pandas scikit-learn torch artificial-intelligence neural-network convolutional-neural-networks tensorflow-tutorials python-data ipython-notebook capsule-network
Language:Python 3903
naturomics / CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
capsnet capsule capsule-network dynamic-routing routing-algorithm tensorflow
Language:Python 3796
XifengGuo / CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
capsnet capsnet-keras capsule capsule-network dynamic-routing keras
Language:Python 2462
alibaba / EasyRec
A framework for large scale recommendation algorithms.
recommendation-algorithms recommender-system dssm esmm mind deepfm dlrm autoint din eges pdn online-learning deepmatching multi-task-learning automl capsule-network transformers-models wide-and-deep ctr-prediction
Language:Python 2127
CapsGNN
benedekrozemberczki / CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
capsgnn capsule-network capsule-neural-networks convolution pytorch research tensorflow machine-learning deep-learning gnn deepwalk node2vec graph-attention-networks graph-attention-model graph-classification sklearn struc2vec graph-convolution graph-neural-network
Language:Python 1254
sekwiatkowski / 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
978
higgsfield / Capsule-Network-Tutorial
Pytorch easy-to-follow Capsule Network tutorial
pytorch pytorch-tutorials easy-to-use clean-code capsule-network
Language:Jupyter Notebook 768
bourdakos1 / CapsNet-Visualization
🎆 A visualization of the CapsNet layers to better understand how it works
capsule-network tensorflow python hinton capsnet visualization tutorial ai machine-learning
Language:Python 395
cezannec / capsule_net_pytorch
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
capsule-network pytorch pytorch-tutorial
Language:Jupyter Notebook 371
naturomics / CapsLayer
CapsLayer: An advanced library for capsule theory
capsnet tensorflow capslayer capsule-network matrix-capsule em-routing routing-algorithm
Language:Python 359
sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
deep-learning-mathematics deep-learning-math deep-learning-scratch gans cyclegan adagrad autoencoder capsule-network nadam word-embeddings skip-thoughts quick-thought doc2vec gru lstm-math cnn-math rnn-derivation contractive-autonencoders tensorflow few-shot-learning
Language:Jupyter Notebook 352
ZixuanKe / PyContinual
PyContinual (An Easy and Extendible Framework for Continual Learning)
continual-learning natural-language-processing catastrophic-forgetting knowledge-transfer capsule-network attention-mechanism text-classification transfer-learning transformer-architecture
Language:Python 313
EscVM / Efficient-CapsNet
Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".
capsule-network computer-vision deep-learning tensorflow
Language:Python 272
thibo73800 / capsnet-traffic-sign-classifier
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
capsnet capsule-network capsules-net convolutional-neural-networks deep-learning neural-network tensorflow
Language:Jupyter Notebook 177
jsikyoon / adv_attack_capsnet
Tensorflow Implementation of Adversarial Attack to Capsule Networks
adversarial-example capsule-network fgsm tensorflow
Language:Python 173
glassroom / heinsen_routing
Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.
em-routing capsule-network routing-algorithm capsules paper pytorch deep-learning associative-memory dense-associative-memory society-of-mind vector-routing
Language:Python 169
cedrickchee / capsule-net-pytorch
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
capsnet capsule-network neural-networks pytorch dynamic-routing dynamic-routing-between-capsules hinton capsule
Language:Python 168
daiquocnguyen / CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
knowledge-graph-completion knowledge-graph-embeddings link-prediction knowledge-base-completion knowledge-base-embeddings search-personalization capsule-network capsule-neural-networks knowledge-graph knowledge-base
Language:Python 144
jinserk / pytorch-asr
ASR with PyTorch
speech pytorch ctc pyro kaldi speech-recognition lvcsr python resnet lattice decoder transcription dictation pytorch-binding kaldi-decoder asr deepspeech densenet capsule-network ss-vae
Language:Python 140
PacktPublishing / Hands-On-Deep-Learning-Algorithms-with-Python
Hands-On Deep Learning Algorithms with Python, By Packt
deep-learning machine-learning python deep-learning-algorithms rnn-tensorflow cnn-architecture tensorflow-2 nadam stack-gan cycle-gan few-shot-learning capsule-network
Language:Jupyter Notebook 131
debarko / CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
capsnet neural-network deep-learning hinton cnn ai ml tensorflow capsule-network
Language:Python 130
dineshresearch / Novel-Deep-Learning-Model-for-Traffic-Sign-Detection-Using-Capsule-Networks
capsule networks that achieves outstanding performance on the German traffic sign dataset
capsule-network traffic-sign-classification traffic-sign-recognition traffic-sign-detection deeplearning computervision autonomous-vehicles autonomous-driving
Language:Jupyter Notebook 126
gusgad / capsule-GAN
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
capsnet gan generative-adversarial-network capsule-network keras python
Language:Jupyter Notebook 126
anastasios-stamoulis / deep-learning-with-csharp-and-cntk
Deep Learning with C# and CNTK
cntk deep-learning c-sharp python capsule-network
Language:C# 118
davidnvq / me_recognition
CapsuleNet for Micro-expression Recognition (IEEE FG 2019)
capsule capsule-network capsulenet casme2 fg2019 micro-expression-recognition samm smic
Language:Python 113
Variational-Capsule-Routing
fabio-deep / Variational-Capsule-Routing
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
capsule capsule-network variational-bayes capsnet pytorch computer-vision neural-networks machine-learning python
Language:Python 103
Riroaki / CapsNet
A pytorch implementation of Capsule Network.
capsule capsule-network capsule-neural-networks pytorch
Language:Python 94
binzhouchn / capsule-pytorch
A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)
capsule-network pytorch python text-classification machine-learning deep-learning
Language:Python 85
DoDuy / Lung-Diseases-Classifier
Diseases Detection from NIH Chest X-ray data
capsule-network cnn kaggle keras lung-cancer-detection udacity
Language:Jupyter Notebook 80
shinseung428 / CapsNet_Tensorflow
capsule-network affnist mnist fashion-mnist tensorflow
Language:Python 73
VinAIResearch / 3D-UCaps
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)
medical-image-segmentation capsule-network luna16 iseg-challenge hippocampus cardiac-segmentation capsnet segcaps unet
Language:Python 69
gyang274 / capsulesEM
A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)
capsule matrix-capsules tensorflow hinton capsules capsule-network capsnet capsnet-tensorflow capsule-networks capsule-net capsules-net capsules-em
Language:Python 62
hli2020 / nn_encapsulation
Capsule research with our trivial contribution
capsule-network optimal-transport
Language:Python 53
leftthomas / CCCapsNet
A PyTorch implementation of Compositional Coding Capsule Network based on PRL 2022 paper "Compositional Coding Capsule Network with K-Means Routing for Text Classification"
nlp pytorch visdom text-classification capsule-network
Language:Python 52
horsepurve / DeepRTplus
Deep (Transfer) Learning for Peptide Retention Time Prediction
deep-learning bioinformatics proteomics analytical-chemistry peptides capsule-network
Language:Python 50
AdamByerly / BMCNNwHFCs
The code for "No Routing Needed Between Capsules". This repository contains the code used for the experiments detailed in a forthcoming paper. The paper is available pre-published at arXiv: http://arxiv.org/abs/2001.09136
homogeneous-vector-capsules cnn convolutional-neural-network mnist state-of-the-art capsules capsule-network
Language:Python 49

capsule-network

TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

naturomics / CapsNet-Tensorflow

XifengGuo / CapsNet-Keras

alibaba / EasyRec

benedekrozemberczki / CapsGNN

sekwiatkowski / awesome-capsule-networks

higgsfield / Capsule-Network-Tutorial

bourdakos1 / CapsNet-Visualization

cezannec / capsule_net_pytorch

naturomics / CapsLayer

sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python

ZixuanKe / PyContinual

EscVM / Efficient-CapsNet

thibo73800 / capsnet-traffic-sign-classifier

jsikyoon / adv_attack_capsnet

glassroom / heinsen_routing

cedrickchee / capsule-net-pytorch

daiquocnguyen / CapsE

jinserk / pytorch-asr

PacktPublishing / Hands-On-Deep-Learning-Algorithms-with-Python

debarko / CapsNet-Tensorflow

dineshresearch / Novel-Deep-Learning-Model-for-Traffic-Sign-Detection-Using-Capsule-Networks

gusgad / capsule-GAN

anastasios-stamoulis / deep-learning-with-csharp-and-cntk

davidnvq / me_recognition

fabio-deep / Variational-Capsule-Routing

Riroaki / CapsNet

binzhouchn / capsule-pytorch

DoDuy / Lung-Diseases-Classifier

shinseung428 / CapsNet_Tensorflow

VinAIResearch / 3D-UCaps

gyang274 / capsulesEM

hli2020 / nn_encapsulation

leftthomas / CCCapsNet

horsepurve / DeepRTplus

AdamByerly / BMCNNwHFCs