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.
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Capsule Net Pytorch
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Variational Capsule Routing
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
CapsLayer: An advanced library for capsule theory
Capsule net pytorch
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
A framework for large scale recommendation algorithms.
Official implementation of "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019) in PyTorch.
CapsuleNet for Micro-expression Recognition (IEEE FG 2019)
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.
Empirical studies on Capsule Network representation and improvements implemented with PyTorch.
A Matlab implementation of the capsule networks (or capsnet).