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Capsules network about einops HOT 4 CLOSED

arogozhnikov avatar arogozhnikov commented on May 21, 2024 1
Capsules network

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Comments (4)

arogozhnikov avatar arogozhnikov commented on May 21, 2024 1

@michaelklachko
it is a good example for using einsum, probably worth adding to a collection of 'writing better code'

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arogozhnikov avatar arogozhnikov commented on May 21, 2024

@michaelklachko done:

https://github.com/arogozhnikov/readable_capsnet
Capsule networks in 75 lines (for encoder/decoder + separate stackable layer for routing).

Now challenge for you is to rewrite this into tensorflow code!

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michaelklachko avatar michaelklachko commented on May 21, 2024

Neat! TF seems to be going out of fashion, when I have time I might try to it in Jax: https://jax.readthedocs.io/en/latest/_autosummary/jax.numpy.einsum.html

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arogozhnikov avatar arogozhnikov commented on May 21, 2024

Rewriting in Jax is also a good idea

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