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Hyperparameter Optimization #175

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dario-coscia opened this issue Sep 14, 2023 · 1 comment
Open

Hyperparameter Optimization #175

dario-coscia opened this issue Sep 14, 2023 · 1 comment
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enhancement New feature or request low priority Low priority fix

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@dario-coscia
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Is your feature request related to a problem? Please describe.
Many DL models need extensive hyperparameter optimization in order to find the best-performing model. Since the v0.1 version #142 is based on PyTorch Lightning, there is the possibility to easily insert hyperparameter optimization. I believe this practice would benefit not only academic research but also industrial applications.

Describe the solution you'd like
There are many already implemented Hyperparameter optimization frameworks, see link for reference. One could think of doing a separate module for hyperparameters optimization, such that the dependency is needed only if the module is used.

@dario-coscia dario-coscia added enhancement New feature or request v0.2 implementation in v0.2 labels Sep 14, 2023
@dario-coscia dario-coscia added the good first issue Good for newcomers label Oct 2, 2023
@dario-coscia dario-coscia added the low priority Low priority fix label Oct 17, 2023
@ndem0 ndem0 removed the good first issue Good for newcomers label Oct 17, 2023
@dario-coscia dario-coscia removed the v0.2 implementation in v0.2 label Feb 9, 2024
@dario-coscia
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@ndem0 maybe for 0.2?

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Labels
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