44 Open Source Capsule Network Software Projects
Free and open source capsule network code projects including engines, APIs, generators, and tools.
Capsnet Tensorflow 3729 ⭐
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
Artificial Intelligence Deep Learning Machine Learning Tutorials 2571 ⭐
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.
Capsnet Keras 2376 ⭐
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Capsnet Visualization 363 ⭐
🎆 A visualization of the CapsNet layers to better understand how it works
Capsule_net_pytorch 282 ⭐
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
Sudharsan13296 Hands On Deep Learning Algorithms With Python 245 ⭐
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
Capsnet Traffic Sign Classifier 163 ⭐
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
Capsule Net Pytorch 156 ⭐
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
Capsule Gan 118 ⭐
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
Capse 111 ⭐
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Novel Deep Learning Model For Traffic Sign Detection Using Capsule Networks 84 ⭐
capsule networks that achieves outstanding performance on the German traffic sign dataset
Capsule Pytorch 76 ⭐
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 58 ⭐
A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)
Variational Capsule Routing 62 ⭐
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
Hands On Deep Learning Algorithms With Python 45 ⭐
Hands-On Deep Learning Algorithms with Python, By Packt
Cccapsnet 36 ⭐
A PyTorch implementation of Compositional coding Capsule Network based on the paper "Compositional coding capsule network with k-means routing for text classification"
Transcap 32 ⭐
Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556
Heinsen_routing 33 ⭐
Official implementation of "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019) in PyTorch.
Ethanleet Capsnet 27 ⭐
Empirical studies on Capsule Network representation and improvements implemented with PyTorch.
Transforming Autoencoders 23 ⭐
Transforming Autoencoder (Hinton et al.) implementation in TensorFlow. A way to get hands dirty with Hinton's capsules.
Longxingtan Text Classification 15 ⭐
A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn
Capsnet Tensorflow Jupyter 16 ⭐
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.
Bmcnnwhfcs 14 ⭐
A Branching and Merging Convolutional Network with Homogeneous Filter 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
Pscapsnet 10 ⭐
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"