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Gplasdi timing documentation #17

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I added documentation to gplasdi.py and timing.py. These are the only two files that have seen major changes in this commit. In each case, the underlying code is the same, I have just added documentation so that the user can understand what the code does.

Robert Stephany added 12 commits October 28, 2024 13:56
I also removed the multheadedattention activation type (plus the associated apply_attention function) because they did not make sense in this class.

I have now documented the MLP class, but need to add documentation to the autoencoder class.
I added comments + doc strings to the Autoencoder class.
gplasdi had an instance of np.Inf (which is depricated). I also fixed a typo in latent_spaces.py
I also reformatted enums.py
I still need to document the actual gplasdi class, but have done everything else in the file. I also made small tweaks to comments in other files.
I think I will move onto the LatentDynamics/Physics files before moving onto workflow.py
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