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Updated transforms base (#456)
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* Updated transforms base

* More transforms tests and doc

* refactored

* add tests for plain Arrays not PyTrees (datasets)

* Updating some docs

* update tutorial 7 notebook with new transforms

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Co-authored-by: Matthijs <[email protected]>
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@manuelgloeckler
manuelgloeckler and Matthijs authored Oct 24, 2024
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