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: 2 days 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: 2024-10-28T21:41:45.374Z (16 days ago)
• Topics: capsule-network, clean-code, easy-to-use, pytorch, pytorch-tutorials
• Language: Jupyter Notebook
• Homepage:
• Size: 11.7 KB
• Stars: 767
• Watchers: 13
• Forks: 135
• Open Issues: 13
• Metadata Files:
  • Readme: README.md

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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)