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Parameter state #21
Commits on Feb 7, 2023
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Commits on Feb 14, 2023
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Fix list tuple breakages (SEE NOTE).
TODO: - PEFORMANCE: Refactor metadata to make it easier to set, modify, access. `module.at[...].set_meta(**kwargs), could raise error / do some type checking if keyword is e.g., not in metadata, but maybe this might add greater flexibility. It would be better to access trainables, bijectors, etc direcly from a metadata collection. BUG: Need to reintroduce checks / create a policy if a field is not marked with jaxutils.param, to determine whether a field is a node or not.
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Commits on Mar 7, 2023
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Redesign PyTree and introduce Module.
For transparency this is heavily inspired by `Equinox` and `Simple-Pytree`, which have been adapted to provide metadata functionality, to apply transformations and stop gradients, etc. We hope to be Equinox compatible, as much as possible.
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Commits on Mar 8, 2023
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Commits on Mar 10, 2023
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