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mlr3tuning

Package website: release | dev

Extends the mlr3 package with tuning.

Installation

CRAN version

install.packages("mlr3tuning")

Development version

remotes::install_github("mlr-org/mlr3tuning")

Further documentation can be found in the mlr3book.

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Version

Install

install.packages('mlr3tuning')

Monthly Downloads

5,561

Version

0.1.2

License

LGPL-3

Issues

5

Pull Requests

1

Stars

55

Forks

5

Maintainer

Michel Lang

Last Published

January 31st, 2020

Functions in mlr3tuning (0.1.2)

mlr_terminators

Dictionary of Terminators
Terminator

Abstract Terminator Class
mlr_terminators_model_time

Terminator that stops after a budget of model evaluation time is depleted
Tuner

Tuner
AutoTuner

AutoTuner
mlr3tuning-package

mlr3tuning: Tuning for 'mlr3'
mlr_terminators_clock_time

Terminator that stops according to the clock time
mlr_terminators_evals

Terminator that stops after a number of evaluations
TuningInstance

TuningInstance Class
mlr_terminators_combo

Combine Terminators
tnr

Syntactic Sugar for Tuner and Terminator Construction
mlr_terminators_perf_reached

Terminator that stops when a performance level has been reached
mlr_terminators_none

Terminator that never stops.
mlr_tuners_grid_search

TunerGridSearch
mlr_tuners_random_search

TunerRandomSearch
mlr_tuners_gensa

TunerGenSA
mlr_tuners_design_points

TunerDesignPoints
mlr_terminators_stagnation

Terminator that stops when tuning does not improve
mlr_tuners

Dictionary of Tuners