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Optuna #208

Merged
merged 9 commits into from
Feb 10, 2025
Merged

Optuna #208

merged 9 commits into from
Feb 10, 2025

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viktorvaladi
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Adding new generic setup for attack objects to use optuna.

An attack object needs three functions to use this method:

reset_attack() # resets an attack to its initial state
suggest_parameters(trial) # gives a range and specifies which parameters to optimize
get_configs() # get attack config

Also this PR abstract out some functionality from GIA's to reduce code duplication.

@johanos1 johanos1 added the enhancement New feature or request label Jan 19, 2025
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Please also link the relevant issues in the PR.

@viktorvaladi
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Please also link the relevant issues in the PR.
already is or?

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@johanos1 johanos1 left a comment

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I like the update!

@viktorvaladi viktorvaladi merged commit e7a946b into main Feb 10, 2025
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@henrikfo henrikfo mentioned this pull request Feb 27, 2025
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move common code to abstract gia Make intermediate results avaliable through GIAResults
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