mlr_tuners_async_grid_search: Hyperparameter Tuning with Asynchronous Grid Search

In mlr-org/mlr3tuning: Hyperparameter Optimization for 'mlr3'

Hyperparameter Tuning with Asynchronous Grid Search

Description

Subclass for asynchronous grid search tuning.

Dictionary

This Tuner can be instantiated with the associated sugar function tnr():

tnr("async_design_points")

Parameters

batch_size

integer(1)
Maximum number of points to try in a batch.

Super classes

mlr3tuning::Tuner -> mlr3tuning::TunerAsync -> mlr3tuning::TunerAsyncFromOptimizerAsync -> TunerAsyncGridSearch

Methods

Public methods

• TunerAsyncGridSearch$new()

• TunerAsyncGridSearch$clone()

Inherited methods

• mlr3tuning::Tuner$format()
• mlr3tuning::Tuner$help()
• mlr3tuning::Tuner$print()
• mlr3tuning::TunerAsyncFromOptimizerAsync$optimize()

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Method new()

Creates a new instance of this R6 class.

Usage

TunerAsyncGridSearch$new()

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Method clone()

The objects of this class are cloneable with this method.

Usage

TunerAsyncGridSearch$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

Other TunerAsync: mlr_tuners_async_design_points, mlr_tuners_async_random_search

mlr-org/mlr3tuning documentation built on April 14, 2025, 1 a.m.