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Search results for python capsule

168 search results found

Lihang ⭐ 5,412

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

Capsnet Tensorflow ⭐ 3,678

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

Capsnet Keras ⭐ 2,321

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

Keras Textclassification ⭐ 1,641

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

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_networks ⭐ 558

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

Fsa Net ⭐ 472

[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image

Capsule Networks ⭐ 467

A Tensorflow implementation of Capsule Networks

Capsnet Pytorch ⭐ 409

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

Capslayer ⭐ 354

CapsLayer: An advanced library for capsule theory

Capsnet Visualization ⭐ 342

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

Capsule_text_classification ⭐ 281

3d Point Capsule Networks ⭐ 273

3D Point Capsule Networks

Matrix Capsules Em Tensorflow ⭐ 207

A Tensorflow implementation of CapsNet based on paper Matrix Capsules with EM Routing

Segcaps ⭐ 203

Official Implementation of the Paper "Capsules for Object Segmentation".

Dynamic_routing_between_capsules ⭐ 202

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017

Capsule Networks ⭐ 199

A Tensorflow(v1.4) implementation of Capsule Networks (Dynamic Routing Between Capsules , https://arxiv.org/abs/1710.09829)

Nlp_research ⭐ 170

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文四大任务

Esportshelper ⭐ 168

通过selenium模拟浏览器来自动观看电竞比赛获取电竞典藏罐,当没有比赛时智能休眠.（Automa watch e-sports games through undetected_chromedriver to farm esports capsule, when there is no match intelligent sleep.）

Capsule ⭐ 166

(Blender 3.5) Universal batch export manager

Capsule Net Pytorch ⭐ 157

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

Canonical Capsules ⭐ 133

Canonical Capsules: Self-Supervised Capsules in Canonical Pose (NeurIPS 2021)

Capsule Network ⭐ 133

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

Capsnet ⭐ 127

A PyTorch implementation of CapsNet based on NIPS 2017 paper "Dynamic Routing Between Capsules"

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.

Open_vision_capsules ⭐ 122

A set of libraries for encapsulating smart vision algorithms

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

Pytorch Capsulenet ⭐ 113

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

Capsule Gan ⭐ 111

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

Endoslam ⭐ 107

EndoSLAM Dataset and an Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos: Endo-SfMLearner

Deepcaps ⭐ 106

Official Implementation of "DeepCaps: Going Deeper with Capsule Networks" paper (CVPR 2019).

Capsnet_guide_pytorch ⭐ 99

A tutorial-style implementation of CapsNet in PyTorch

Capsnet Pytorch ⭐ 94

Pytorch implementation for NIPS2017 paper `Dynamic Routing Between Capsules`

Variational Capsule Routing ⭐ 92

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

Capsule Forensics V2 ⭐ 91

Implementation of the Capsule-Forensics-v2

Capsnet Fashion Mnist ⭐ 83

Capsule Network on Fashion MNIST dataset

Stacked_capsule_autoencoders ⭐ 75

Capsnet Tensorflow ⭐ 74

With reconstruct, capsule representation, adversarial experiments. Implementation of NIPS2017 paper "Dynamic Routing Between Capsules" in tensorflow.

Ml Capsules Inverted Attention Routing ⭐ 74

Capsule Nlu ⭐ 71

Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471

Tensorflow implementation of Capsule Graph Neural Network

Capsnet_tensorflow ⭐ 70

Celeb Reid ⭐ 70

Datasets and Code for "Beyond Scalar Neuron: Adopting Vector-Neuron Capsules for Long-Term Person Re-Identification" and "Celebrities-ReID: A Benchmark for Clothes Variation in Long-Term Person Re-Identification"

Matrix Capsules With Em Routing ⭐ 70

A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).

Nlp Capsule ⭐ 70

Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications

Capsnet Nlp ⭐ 64

CapsNet for NLP

Matrix Capsules Em Pytorch ⭐ 64

A PyTorch Implementation of Matrix Capsules with EM Routing

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)

Capsulesem ⭐ 59

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

Transforming Autoencoder Tf ⭐ 59

Tensorflow implementation of "Transforming Autoencoders" (Proposed by G.E.Hinton, et al.)

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

Katello Client Bootstrap ⭐ 53

Bootstrap Script for migrating systems to Foreman & Katello

Capsnet Gan Tensorflow ⭐ 52

An experimental Generative Adversarial Network implementation of the Capsule Neural Network

Nn_encapsulation ⭐ 49

Capsule research with our trivial contribution

Blurbgenrecollection Hmc ⭐ 47

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Me_recognition ⭐ 46

CapsuleNet for Micro-expression Recognition (IEEE FG 2019)

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"

Capsnet Pytorch ⭐ 44

Pytorch version of Hinton's Capsule Theory paper: Dynamic Routing Between Capsules

Zeroshotcapsule ⭐ 41

Code for Paper "Zero-shot User Intent Detection via Capsule Neural Networks".

Kapsul Agi Capsule Network ⭐ 39

Prof. Geoffrey Hinton’ın “Dynamic Routing Between Capsules” makalesindeki Kapsül Ağı (Capsule Network: CapsNet) algoritmasının Keras Uygulamasıdır.

Qecnetworks ⭐ 37

Official implementation of the ECCV 2020 Oral Paper "Quaternion Equivariant Capsule Networks for 3D Point Clouds"

The implementation of “A Capsule Network for Recommendation and Explaining What You Like and Dislike”, Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu, https://dl.acm.org/citation.cfm?doid=3331184.33312

Capsulevos ⭐ 35

Kapsul Aglari Ile Isaret Dili Tanima ⭐ 33

Recognition of Sign Language using Capsule Networks

Dynamic Routing Capsule Cifar ⭐ 33

CapsNet reference from : https://github.com/XifengGuo/CapsNet-Keras

Transcap ⭐ 32

Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556

Glcapsnet ⭐ 32

Global-Local Capsule Network (GLCapsNet) is a capsule-based architecture able to provide context-based eye fixation prediction for several autonomous driving scenarios, while offering interpretability both globally and locally.

Ignition ⭐ 32

Gemini Protocol Client for Python Developers

Deeprtplus ⭐ 30

Deep (Transfer) Learning for Peptide Retention Time Prediction

Capsule Networks implemented with Keras.

Capsnet.mxnet ⭐ 30

MXNet implementation of CapsNet

3d_model_retriever ⭐ 29

Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)

Capsnet 1d ⭐ 27

1D Capsule Network for Gesture Recognition in Keras.

Bmcnnwhfcs ⭐ 26

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

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

Em_capsules ⭐ 25

Pytorch Implementation of EM capsules in the paper "Matrix capsules with EM routing"

Multi Level Dcnet ⭐ 24

Multi-level Dense Capsule Networks, in ACCV 2018

Segcaps.pytorch ⭐ 24

A pytorch implementation of SegCaps.

Capsulenet Gluon ⭐ 23

Implemention of Capsule Net from the paper Dynamic Routing Between Capsules

Satellite Demo ⭐ 23

Group of Ansible playbooks to build, install, and demo Satellite 6 made of multiple systems

Tce_server ⭐ 22

Time capsule encryption server.

Transforming Autoencoders ⭐ 22

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

Capsulelayer ⭐ 20

PyTorch Capsule Layer

Readable_capsnet ⭐ 20

Blazingly fast capsule networks in 75 lines of pytorch+einops

Tensormonk ⭐ 20

A collection of deep learning models (PyTorch implemtation)

Scae Pytorch ⭐ 20

Stacked Capsule Autoencoders (SCAE) in PyTorch and their semantic interpretation

Iotg Fbu ⭐ 19

Capsnet Tensorflow ⭐ 19

CapsuleNet Tensorflow

Torch Scae ⭐ 19

PyTorch implementation of Stacked Capsule Auto-Encoders

Cappronet_tf ⭐ 19

Capsule Projection Networks (CapProNet) in pytorch, NeurIPS 2018

Matwo Capsnet ⭐ 18

Original implementation of the MICCAI 2019 Paper "Matwo-CapsNet: a Multi-Label Semantic Segmentation Capsules Network".

Capsulegan ⭐ 17

An Experimental Implementation for CapsuleGAN.

Capsnet Tensorflow Jupyter ⭐ 17

A simple tensorflow implementation of CapsNet (by Dr. G. Hinton), based on my understanding. This repository is built with an aim to simplify the concept, implement and understand it.

Fast_capsnet ⭐ 17

Official implementation of the Fast Capsule Network

Capsule Forensics ⭐ 17

Old implementation and demonstration of the Capsule-Forensics. The Capsule-Forensics-v2 has been released here: https://github.com/nii-yamagishilab/capsule-forens

Text Classification Pytorch ⭐ 16

Summary and comparison of Chinese classification models

Speech Command Recognition With Capsule Network ⭐ 15

Speech command recognition with capsule network & various NNs / KWS on Google Speech Command Dataset.

Capsnet Keras Imdb ⭐ 15

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