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https://github.com/higgsfield/Capsule-Network-Tutorial
Pytorch easy-to-follow Capsule Network tutorial
https://github.com/higgsfield/Capsule-Network-Tutorial
capsule-network clean-code easy-to-use pytorch pytorch-tutorials
Last synced: about 2 months ago
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Pytorch easy-to-follow Capsule Network tutorial
- Host: GitHub
- URL: https://github.com/higgsfield/Capsule-Network-Tutorial
- Owner: higgsfield
- Created: 2017-12-27T06:25:41.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2019-10-04T16:46:07.000Z (about 5 years ago)
- Last Synced: 2024-08-01T08:11:41.738Z (4 months ago)
- Topics: capsule-network, clean-code, easy-to-use, pytorch, pytorch-tutorials
- Language: Jupyter Notebook
- Homepage:
- Size: 11.7 KB
- Stars: 762
- Watchers: 13
- Forks: 135
- Open Issues: 13
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-CapsNet - higgsfield/Capsule-Network-Tutorial
- awesome-capsule-networks - higgsfield/Capsule-Network-Tutorial
- Awesome-pytorch-list-CNVersion - Capsule-Network-Tutorial
- Awesome-pytorch-list - Capsule-Network-Tutorial - to-follow Capsule Network tutorial. (Tutorials, books, & examples / Other libraries:)
README
# Capsule-Network-Tutorial
This is easy-to-follow Capsule Network tutorial with clean readable code: [Capsule Network.ipynb
](https://github.com/higgsfield/Capsule-Network-Tutorial/blob/master/Capsule%20Network.ipynb)
[Dynamic Routing Between Capsules](https://arxiv.org/abs/1710.09829)
**Understanding Hinton’s Capsule Networks** blog posts:
[Part I: Intuition.](https://medium.com/ai%C2%B3-theory-practice-business/understanding-hintons-capsule-networks-part-i-intuition-b4b559d1159b)
[Part II: How Capsules Work.](https://medium.com/ai%C2%B3-theory-practice-business/understanding-hintons-capsule-networks-part-ii-how-capsules-work-153b6ade9f66)
[Part III: Dynamic Routing Between Capsules.](https://medium.com/ai%C2%B3-theory-practice-business/understanding-hintons-capsule-networks-part-iii-dynamic-routing-between-capsules-349f6d30418)