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21 search results found

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

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.

Capsule Networks ⭐ 1,419

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

Capsgnn ⭐ 1,180

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

Capsule Network Tutorial ⭐ 678

Pytorch easy-to-follow Capsule Network tutorial

Capsnet ⭐ 422

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

Capsule_net_pytorch ⭐ 250

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

Capsule Net Pytorch ⭐ 157

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

Capsule Network ⭐ 133

PyTorch implementation of the paper Dynamic Routing Between Capsules by Sara Sabour, Nicholas Frosst and Geoffrey Hinton

Heinsen_routing ⭐ 125

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.

Pytorch Capsulenet ⭐ 113

An easy-to-follow Pytorch implementation of Hinton's Capsule Network

Pytorch Asr ⭐ 100

ASR with PyTorch

Variational Capsule Routing ⭐ 92

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

Capsule Pytorch ⭐ 59

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)

Nn_encapsulation ⭐ 49

Capsule research with our trivial contribution

Cccapsnet ⭐ 44

A PyTorch implementation of Compositional Coding Capsule Network based on PRL 2022 paper "Compositional Coding Capsule Network with K-Means Routing for Text Classification"

Empirical studies on Capsule Network representation and improvements implemented with PyTorch.

Tensormonk ⭐ 20

A collection of deep learning models (PyTorch implemtation)

Torch Scae ⭐ 19

PyTorch implementation of Stacked Capsule Auto-Encoders

Pscapsnet ⭐ 12

A PyTorch implementation of Parameter-sharing Capsule Network based on the paper "Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification"

Capsule Pytorch ⭐ 10

a pytorch implement of Hinton's capsule network.

Capsnet Adversarial ⭐ 9

Capsule networks can defend against adversarial attacks using reconstruction error

Capsule Networks ⭐ 6

Pytorch Implementation of Capsule Networks

Pycapsnet ⭐ 6

A pure NumPy / CuPy implementation of Capsule Networks

Pytorch Capsule Networks ⭐ 6

PyTorch Implementation of Capsule Networks in NIPS2017 and ICLR2018

CapsNet implementations with PyTorch.

Pytorch implementation of paper: Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

Capsule Networks ⭐ 5

Simply explain and implement Capsule Networks on MNIST dataset using Pytorch.

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