equivariant-MLP

equivariant-MLP copied to clipboard

rotation equivariant MLP for 2d images

7

Hello Marc, thanks for your work! Using your library, I want to implement a rotation equivariant MLP and apply it for roto-MNIST classification, where I rotate 2D digits and ravel...

amoskalev

Regression in Example

3

I have an example in my book using `emlp` with the following syntax: ```py from emlp.reps import V from emlp.groups import SO, S # make product group G = SO(3)...

whitead

Saving and Loading Objax EMLPs yields slightly different predictions

1

It appears loading up an EMLP models saved with `objax.io.save_var_collection` yields slightly different predictions than the original model. ```python import emlp from emlp.groups import SO from emlp.reps import T,V import...

mfinzi

Breaking the Equivariant when using the haiku.module class

2

Hello, it's a great project! I tried to use the `EMLP` with dm-haiku, and I write two version of codes in different ways. The first is directly using the `emlp.nn.haiku`,...

zdcao121

Bilinear layer randomness

1

First, thanks for the great work! This is really helpful in several ways. While playing with your code, I encountered random behaviors of emlp, and figured that it is caused...

tylee-fdcl