PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
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Updated
Apr 13, 2021 - Python
PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
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.
A PyTorch Implementation of Matrix Capsules with EM Routing
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)
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
Stacked Capsule Autoencoders (SCAE) in PyTorch and their semantic interpretation
A tensorflow implementation for CapsNet
Another implementation of Hinton's capsule networks in tensorflow.
🚀🔍 Search platform for SpaceX complex physical items
A lightweight, human-scale, extensible content framework for the small web
This is a clone of the Awwwards-winning "capsule.moyra.co," developed to level up my frontend skills. The goal was to reverse-engineer the site's complex animations and responsive layout using React, Vite, GSAP, and Tailwind CSS. It serves as a portfolio piece to showcase my proficiency in modern web development tools.
Implementation of Hinton's "Dynamic Routing Between Capsules" paper
Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural Networks. This repository contains the code used for the experiments detailed in a paper currently submitted to IEEE Transactions on Neural Networks and Learning Systems. The paper is available pre-published at arXiv: http://arxiv.org/abs/1906.08676
🚀 Open-source Universal Capsule Compiler - Transform AI prompts into full-stack apps across Web, Desktop, iOS, Android. 68+ pre-built capsules with marketplace. Use OpenAI or local AI models (Ollama, LM Studio).
Matrix Capsules experiment on German Traffic Sign Recognition Benchmark (GTSRB)
easy definition of tensor flow based neural networks
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