https://github.com/abdulfatir/capsule-networks-pytorch
PyTorch implementation of Capsule Networks
https://github.com/abdulfatir/capsule-networks-pytorch
capsule-networks cifar-10 deep-learning fashion-mnist mnist pytorch
Last synced: 6 months ago
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PyTorch implementation of Capsule Networks
- Host: GitHub
- URL: https://github.com/abdulfatir/capsule-networks-pytorch
- Owner: abdulfatir
- Created: 2018-02-15T21:54:13.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-02-16T18:49:21.000Z (over 7 years ago)
- Last Synced: 2025-02-09T07:41:32.326Z (8 months ago)
- Topics: capsule-networks, cifar-10, deep-learning, fashion-mnist, mnist, pytorch
- Language: Python
- Homepage:
- Size: 7.81 KB
- Stars: 2
- Watchers: 3
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Capsule Networks (PyTorch Implementation)
PyTorch implementation of **Dynamic Routing Between Capsules**[1]. This repository includes experiments on MNIST, FashionMNIST, and CIFAR10.
### Credits
Some general ideas of implementation have been borrowed from [gram-ai/capsule-networks](https://github.com/gram-ai/capsule-networks).
### References
[1] Sara Sabour, Nicholas Frosst, Geoffrey E Hinton. *Dynamic Routing Between Capsules*, NIPS 2017.