Projects in Awesome Lists tagged with capsule-network

https://github.com/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.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 13 May 2025

https://github.com/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.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 18 Apr 2025

https://github.com/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

Last synced: 15 May 2025

https://github.com/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

Last synced: 24 Mar 2025

https://github.com/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

Last synced: 24 Mar 2025

https://github.com/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

Last synced: 15 May 2025

https://github.com/alibaba/easyrec

A framework for large scale recommendation algorithms.

autoint automl capsule-network ctr-prediction deepfm deepmatching din dlrm dssm eges esmm mind multi-task-learning online-learning pdn recommendation-algorithms recommender-system transformers-models wide-and-deep

Last synced: 13 May 2025

https://github.com/alibaba/EasyRec

A framework for large scale recommendation algorithms.

autoint automl capsule-network ctr-prediction deepfm deepmatching din dlrm dssm eges esmm mind multi-task-learning online-learning pdn recommendation-algorithms recommender-system transformers-models wide-and-deep

Last synced: 20 Jul 2025

https://github.com/benedekrozemberczki/capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

capsgnn capsule-network capsule-neural-networks convolution deep-learning deepwalk gnn graph-attention-model graph-attention-networks graph-classification graph-convolution graph-neural-network machine-learning node2vec pytorch research sklearn struc2vec tensorflow

Last synced: 16 May 2025

https://github.com/benedekrozemberczki/CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

capsgnn capsule-network capsule-neural-networks convolution deep-learning deepwalk gnn graph-attention-model graph-attention-networks graph-classification graph-convolution graph-neural-network machine-learning node2vec pytorch research sklearn struc2vec tensorflow

Last synced: 27 Mar 2025

https://github.com/higgsfield/capsule-network-tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule-network clean-code easy-to-use pytorch pytorch-tutorials

Last synced: 04 Apr 2025

https://github.com/higgsfield/Capsule-Network-Tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule-network clean-code easy-to-use pytorch pytorch-tutorials

Last synced: 24 Mar 2025

https://github.com/bourdakos1/CapsNet-Visualization

🎆 A visualization of the CapsNet layers to better understand how it works

ai capsnet capsule-network hinton machine-learning python tensorflow tutorial visualization

Last synced: 16 Nov 2025

https://github.com/bourdakos1/capsnet-visualization

🎆 A visualization of the CapsNet layers to better understand how it works

ai capsnet capsule-network hinton machine-learning python tensorflow tutorial visualization

Last synced: 26 Oct 2025

https://github.com/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

Last synced: 01 May 2025

https://github.com/naturomics/capslayer

CapsLayer: An advanced library for capsule theory

capslayer capsnet capsule-network em-routing matrix-capsule routing-algorithm tensorflow

Last synced: 06 Apr 2025

https://github.com/sudharsan13296/hands-on-deep-learning-algorithms-with-python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

adagrad autoencoder capsule-network cnn-math contractive-autonencoders cyclegan deep-learning-math deep-learning-mathematics deep-learning-scratch doc2vec few-shot-learning gans gru lstm-math nadam quick-thought rnn-derivation skip-thoughts tensorflow word-embeddings

Last synced: 13 Sep 2025

https://github.com/ZixuanKe/PyContinual

PyContinual (An Easy and Extendible Framework for Continual Learning)

attention-mechanism capsule-network catastrophic-forgetting continual-learning knowledge-transfer natural-language-processing text-classification transfer-learning transformer-architecture

Last synced: 08 May 2025

https://github.com/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

Last synced: 24 Mar 2025

https://github.com/jsikyoon/adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

adversarial-example capsule-network fgsm tensorflow

Last synced: 24 Mar 2025

https://github.com/cedrickchee/capsule-net-pytorch

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsnet capsule capsule-network dynamic-routing dynamic-routing-between-capsules hinton neural-networks pytorch

Last synced: 07 May 2025

https://github.com/jinserk/pytorch-asr

ASR with PyTorch

asr capsule-network ctc decoder deepspeech densenet dictation kaldi kaldi-decoder lattice lvcsr pyro python pytorch pytorch-binding resnet speech speech-recognition ss-vae transcription

Last synced: 19 Jul 2025

https://github.com/gusgad/capsule-GAN

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

capsnet capsule-network gan generative-adversarial-network keras python

Last synced: 24 Mar 2025

https://github.com/gyang274/capsulesEM

A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)

capsnet capsnet-tensorflow capsule capsule-net capsule-network capsule-networks capsules capsules-em capsules-net hinton matrix-capsules tensorflow

Last synced: 24 Mar 2025

https://github.com/hli2020/nn_encapsulation

Capsule research with our trivial contribution

capsule-network optimal-transport

Last synced: 21 Jun 2025

https://github.com/yechengxi/LightCapsNet

A Matlab implementation of the capsule networks (or capsnet).

capsule-network matlab

Last synced: 01 Apr 2025

https://github.com/yechengxi/lightcapsnet

A Matlab implementation of the capsule networks (or capsnet).

capsule-network matlab

Last synced: 10 Apr 2025

https://github.com/ndrplz/transforming-autoencoders

Transforming Autoencoder (Hinton et al.) implementation in TensorFlow. A way to get hands dirty with Hinton's capsules.

autoencoders capsule-network deep-learning tensorflow transforming-autoencoders

Last synced: 04 Oct 2025

https://github.com/hongyingyue/text-classification

Text classification NLP pipeline with transformers

attention bert capsule-network nlp python tensorflow text-classification transformers

Last synced: 30 Oct 2025

https://github.com/longxingtan/text-classification

Text classification in Tensorflow1.x

attention bert capsule-network nlp python tensorflow text-classification

Last synced: 15 Apr 2025

https://github.com/zhanpenghe/capsule-network

Keras and tensorflow implementation of capsule network.

capsnet capsule-network dynamic-routing keras tensorflow

Last synced: 26 Apr 2025

https://github.com/amitkumarj441/capsroute_ner

Capsule Routing for Named Entity Recognition

capsule-network entity-recognition neural-networks nlp

Last synced: 14 Apr 2025

https://github.com/gsarti/cancer-detection

Team Capybara final project "Histopathologic Cancer Detection" for the Statistical Machine Learning course @ University of Trieste

cancer cancer-detection capsule-network capsule-networks convolutional-neural-networks data-science dssc healthcare image-segmentation random-forest university-of-trieste university-project unsupervised-clustering

Last synced: 08 May 2025

https://github.com/akhdanfadh/efficient-capsnet-pytorch

PyTorch implementation of "Efficient-CapsNet: Capsule Network with Self-Attention Routing" (Mazzia et al., 2021).

capsule-network computer-vision deep-learning pytorch

Last synced: 06 Jul 2025

https://github.com/arodiss/capsnet

CapsNeet vs CNN

capsnet capsule-network cnn deep-learning mnist

Last synced: 27 Sep 2025

https://github.com/aahansingh/capsule-networks

PyTorch Implementation of Capsule Networks

capsule-nets capsule-network capsule-networks deep-learning python python-3 pytorch pytorch-implmention

Last synced: 31 Aug 2025

https://github.com/jihyeonseong/cardiocaps

Attention-based Capsule Network for Class-Imbalanced Echocardiogram Classification (IEEE BigComp24)

capsule-network classification computer-vision echocardiogram medical-imaging

Last synced: 13 Apr 2025

https://github.com/mathemage/capsnet-presentation

presentation on [Dynamic Routing Between Capsules](https://arxiv.org/abs/1710.09829) for [Pattern Recognition and Computer Vision Reading Group](http://cmp.felk.cvut.cz/~toliageo/rg/index.html)

artificial-intelligence capsule-network computer-vision convolutional-neural-networks deep-learning neural-network