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CapsNet-Tensorflow naturomics

1.2k

3.8k

apache-2.0

249

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

capsnet capsule tensorflow capsule-network dynamic-routing routing-algorithm

Created 2017-10-28

148 commits to master branch, last one 5 years ago

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

1.6k

3.7k

other

312

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 suc...

Created 2017-07-13

1,395 commits to master branch, last one about a year ago

CapsNet-Keras XifengGuo

658

2.5k

mit

100

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

keras capsnet capsule capsnet-keras capsule-network dynamic-routing

Created 2017-10-30

45 commits to master branch, last one 4 years ago

EasyRec alibaba

294

1.6k

apache-2.0

49

A framework for large scale recommendation algorithms.

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

Created 2020-12-08

305 commits to master branch, last one about a month ago

CapsGNN benedekrozemberczki

199

1.2k

gpl-3.0

29

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

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

Created 2019-01-29

180 commits to master branch, last one about a year ago

awesome-capsule-networks sekwiatkowski

196

972

unknown

72

A curated list of awesome resources related to capsule networks

awesome-list deep-learning capsule-network computer-vision neural-networks capsule-networks

Created 2018-02-04

55 commits to master branch, last one 4 years ago

Capsule-Network-Tutorial higgsfield

134

760

unknown

13

Pytorch easy-to-follow Capsule Network tutorial

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

Created 2017-12-27

4 commits to master branch, last one 6 years ago

CapsNet-Visualization bourdakos1

93

394

mit

13

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

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

Created 2018-01-19

59 commits to master branch, last one 4 years ago

CapsLayer naturomics

116

361

apache-2.0

40

CapsLayer: An advanced library for capsule theory

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

Created 2017-11-26

50 commits to master branch, last one 2 years ago

PyContinual ZixuanKe

61

281

unknown

7

PyContinual (An Easy and Extendible Framework for Continual Learning)

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

Created 2021-06-04

27 commits to main branch, last one 4 months ago

Efficient-CapsNet EscVM

58

258

apache-2.0

6

Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".

tensorflow deep-learning capsule-network computer-vision

Created 2020-12-29

91 commits to main branch, last one 2 years ago

heinsen_routing glassroom

17

161

mit

10

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.

paper pytorch capsules em-routing deep-learning capsule-network society-of-mind routing-algorithm associative-memory dense-associative-memory

Created 2019-10-14

224 commits to master branch, last one about a year ago

CapsE daiquocnguyen

32

142

apache-2.0

9

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

knowledge-base capsule-network knowledge-graph link-prediction search-personalization capsule-neural-networks knowledge-base-completion knowledge-base-embeddings knowledge-graph-completion knowledge-graph-embeddings

Created 2018-11-03

51 commits to master branch, last one 3 years ago

capsule-GAN gusgad

39

127

mit

8

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

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

Created 2018-01-05

15 commits to master branch, last one 4 years ago

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

77

112

mit

6

Hands-On Deep Learning Algorithms with Python, By Packt

nadam python cycle-gan stack-gan tensorflow-2 deep-learning rnn-tensorflow capsule-network cnn-architecture machine-learning few-shot-learning deep-learning-algorithms

Created 2018-12-17

34 commits to master branch, last one about a year ago

Variational-Capsule-Routing fabio-deep

20

104

apache-2.0

4

Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf

python capsnet capsule pytorch capsule-network computer-vision neural-networks machine-learning variational-bayes

Created 2019-11-21

26 commits to master branch, last one 2 years ago

me_recognition davidnvq

27

97

unknown

3

CapsuleNet for Micro-expression Recognition (IEEE FG 2019)

samm smic casme2 fg2019 capsule capsulenet capsule-network micro-expression-recognition

Created 2019-02-05

20 commits to master branch, last one 2 years ago

Lung-Diseases-Classifier DoDuy

30

70

apache-2.0

5

Diseases Detection from NIH Chest X-ray data

cnn keras kaggle udacity capsule-network lung-cancer-detection

Created 2018-01-10

42 commits to master branch, last one 3 years ago

3D-UCaps VinAIResearch

11

66

apache-2.0

2

3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)

unet luna16 capsnet segcaps hippocampus iseg-challenge capsule-network cardiac-segmentation medical-image-segmentation

Created 2021-07-09

7 commits to main branch, last one 2 years ago

CCCapsNet leftthomas

17

52

unknown

6

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 visdom pytorch capsule-network text-classification

Created 2018-03-21

372 commits to master branch, last one 2 years ago

BMCNNwHFCs AdamByerly

10

45

apache-2.0

5

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://ar...

cnn mnist capsules capsule-network state-of-the-art homogeneous-vector-capsules convolutional-neural-network

Created 2020-01-01

50 commits to master branch, last one 2 years ago

3DConvCaps UARK-AICV

6

43

apache-2.0

2

[ICPR 2022] 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation

capsule-network medical-image-analysis 3d-convolutional-network

Created 2022-05-19

2 commits to main branch, last one about a year ago

torch-scae bdsaglam

10

40

apache-2.0

2

PyTorch implementation of Stacked Capsule Auto-Encoders

pytorch deep-learning capsule-network computer-vision

Created 2020-05-17

173 commits to master branch, last one 3 years ago