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Add option to pass parameters to probabilistic layers #64

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merged 21 commits into from
Nov 14, 2024

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Increasing a bit the margins may be beneficial in terms of stability when computing the loss.

@louisPoulain louisPoulain self-assigned this Oct 18, 2024
@louisPoulain louisPoulain marked this pull request as ready for review October 23, 2024 15:22
@louisPoulain louisPoulain requested a review from dnerini October 23, 2024 15:22
MicheleCattaneo and others added 3 commits November 5, 2024 15:59
* Updated to tensorflow2.16 and tf probability0.24, relaxed version constraints for various libraries

* update for warnings cleanup

* Removed lambda functions from serializable models to remove safety warnings

* Test loading probabilistic model from mlflow

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Co-authored-by: Daniele Nerini <[email protected]>
@louisPoulain louisPoulain marked this pull request as draft November 8, 2024 08:15
@louisPoulain louisPoulain marked this pull request as ready for review November 12, 2024 10:51
@louisPoulain louisPoulain requested a review from dnerini November 12, 2024 10:51
@louisPoulain louisPoulain marked this pull request as draft November 12, 2024 10:53
@louisPoulain louisPoulain marked this pull request as ready for review November 12, 2024 10:54
@louisPoulain louisPoulain marked this pull request as draft November 12, 2024 10:54
@louisPoulain louisPoulain marked this pull request as ready for review November 12, 2024 10:59
@dnerini dnerini changed the title Increase a bit the margins of the distribution Add option to pass parameters to probabilistic layers Nov 14, 2024
mlpp_lib/utils.py Outdated Show resolved Hide resolved
@dnerini dnerini merged commit e6bce31 into main Nov 14, 2024
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@dnerini dnerini deleted the increase-double-clip-range branch November 14, 2024 12:41
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3 participants