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Scripts to train a downstream k-sparse autoencoder #14

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@Smith42 Smith42 commented Feb 12, 2025

@all-contributors please add @gimarso for ideas and code.

Scripts from Gines for training a k-sparse autoencoder on AstroPT embeddings.

On branch euclid_scripts
Changes to be committed:
new file: create_datacubes.py
new file: train_sparse_autoencoder.py

Smith42 and others added 2 commits February 12, 2025 10:46
Thanks to @gimarso for this addition.

On branch euclid_scripts
Changes to be committed:
	new file:   create_datacubes.py
	new file:   train_sparse_autoencoder.py
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Smith42 commented Mar 11, 2025

@msiudek can you move the new files to appropriate dirs in scripts/euclid please? Then we can point people to a specific folder and commit to reproduce.

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Smith42 commented Mar 11, 2025

Might be nice for us to have a short README.md in scripts/euclid on how to use the scripts? How do you think @msiudek ?

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