capsule-network

There are 5 repositories under capsule-network topic.

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 3795
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 3110
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 2447
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 1144
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
942
higgsfield / Capsule-Network-Tutorial
Pytorch easy-to-follow Capsule Network tutorial
capsule-network clean-code easy-to-use pytorch pytorch-tutorials
Language:Jupyter Notebook 746
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 384
naturomics / CapsLayer
CapsLayer: An advanced library for capsule theory
capslayer capsnet capsule-network em-routing matrix-capsule routing-algorithm tensorflow
Language:Python 355
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 342
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 298
EscVM / Efficient-CapsNet
Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".
deep-learning computer-vision capsule-network tensorflow
Language:Python 178
jsikyoon / adv_attack_capsnet
Tensorflow Implementation of Adversarial Attack to Capsule Networks
adversarial-example capsule-network fgsm tensorflow
Language:Python 175
thibo73800 / capsnet-traffic-sign-classifier
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
capsnet capsules-net capsule-network tensorflow deep-learning neural-network convolutional-neural-networks
Language:Jupyter Notebook 171
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 163
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 136
daiquocnguyen / CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
capsule-network capsule-neural-networks knowledge-base knowledge-base-completion knowledge-base-embeddings knowledge-graph knowledge-graph-completion knowledge-graph-embeddings link-prediction search-personalization
Language:Python 130
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 127
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 120
anastasios-stamoulis / deep-learning-with-csharp-and-cntk
Deep Learning with C# and CNTK
cntk deep-learning c-sharp python capsule-network
Language:C# 110
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
Language:Python 109
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 96
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 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 deep-learning machine-learning python pytorch text-classification
Language:Python 80
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 80
shinseung428 / CapsNet_Tensorflow
affnist capsule-network fashion-mnist mnist tensorflow
Language:Python 71
DoDuy / Lung-Diseases-Classifier
Diseases Detection from NIH Chest X-ray data
capsule-network cnn kaggle keras lung-cancer-detection udacity
Language:Jupyter Notebook 62
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 60
hli2020 / nn_encapsulation
Capsule research with our trivial contribution
capsule-network optimal-transport
Language:Python 53
Riroaki / CapsNet
A pytorch implementation of Capsule Network.
pytorch capsule-network capsule capsule-neural-networks
Language:Python 52
davidnvq / me_recognition
CapsuleNet for Micro-expression Recognition (IEEE FG 2019)
micro-expression-recognition capsulenet fg2019 casme2 smic samm capsule capsule-network
Language:Python 51
yechengxi / LightCapsNet
A Matlab implementation of the capsule networks (or capsnet).
capsule-network matlab
Language:MATLAB 47
leftthomas / CCCapsNet
A PyTorch implementation of Compositional coding Capsule Network based on the paper "Compositional coding capsule network with k-means routing for text classification"
capsule-network nlp pytorch text-classification visdom
Language:Python 44
glassroom / heinsen_routing
Official implementation of "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019) in PyTorch.
em-routing heinsen-routing capsule-network routing-algorithm capsules paper pytorch
Language:Jupyter Notebook 40
ethanleet / CapsNet
Empirical studies on Capsule Network representation and improvements implemented with PyTorch.
capsule-network capsnet pytorch hinton dynamic-routing-between-capsules visualization
Language:Python 39
NLPWM-WHU / TransCap
Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556
transfer-learning capsule-network aspect-based-sentiment-analysis
Language:Python 39
bdsaglam / torch-scae
PyTorch implementation of Stacked Capsule Auto-Encoders
deep-learning capsule-network pytorch computer-vision
Language:Python 38

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