mlr3tuning1.5.1 package

Rush Data Storage

Frozen Rush Data Storage

Class for Logging Evaluated Hyperparameter Configurations

Convert to a Search Space

Convert to a Tuner

Assertions for Callbacks

Assertions for Callbacks

Function for Automatic Tuning

Class for Automatic Tuning

Create Asynchronous Tuning Callback

Create Batch Tuning Callback

Asynchronous Tuning Callback

Create Batch Tuning Callback

Asynchronous Tuning Context

Batch Tuning Context

Extract Inner Tuning Archives

Extract Inner Tuning Results

Hyperparameter Tuning with Asynchronous Design Points

Hyperparameter Tuning with Asynchronous Grid Search

Hyperparameter Tuning with Asynchronous Random Search

Hyperparameter Tuning with Covariance Matrix Adaptation Evolution Stra...

Hyperparameter Tuning with Design Points

Hyperparameter Tuning with Generalized Simulated Annealing

Hyperparameter Tuning with Grid Search

Hyperparameter Tuning with Internal Tuning

Hyperparameter Tuning with Iterated Racing.

Hyperparameter Tuning with Non-linear Optimization

Hyperparameter Tuning with Random Search

Dictionary of Tuners

Assertion for mlr3tuning objects

mlr3tuning: Hyperparameter Optimization for 'mlr3'

MLflow Connector Callback

Default Configuration Callback

Freeze Archive Callback

Save Logs Callback

Backup Benchmark Result Callback

Measure Callback

One Standard Error Rule Callback

Class for Tuning Objective

Class for Tuning Objective

Class for Tuning Objective

Objects exported from other packages

Configure Validation for AutoTuner

Syntactic Sugar for Asynchronous Tuning Instance Construction

Syntactic Sugar for Tuning Instance Construction

Syntactic Sugar for Tuning Objects Construction

Function for Nested Resampling

Function for Tuning a Learner

Tuner

Class for Asynchronous Tuning Algorithms

TunerAsyncFromOptimizerAsync

Class for Batch Tuning Algorithms

TunerBatchFromOptimizerBatch

Multi-Criteria Tuning with Rush

Single Criterion Tuning with Rush

Class for Multi Criteria Tuning

Class for Single Criterion Tuning

Multi Criteria Tuning Instance for Batch Tuning

Single Criterion Tuning Instance for Batch Tuning