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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

5,518

Version

0.1.1

License

LGPL-3

Issues

4

Pull Requests

0

Stars

55

Forks

5

Maintainer

Michel Lang

Last Published

December 6th, 2019

Functions in mlr3tuning (0.1.1)

TerminatorCombo

Combine Terminators
mlr_tuners

Dictionary of Tuners
tnr

Syntactic Sugar for Tuner and Terminator Construction
TunerGridSearch

TunerGridSearch
TerminatorPerfReached

Terminator that stops when a performance level has been reached
mlr3tuning-package

mlr3tuning: Tuning for 'mlr3'
TerminatorNone

Terminator that never stops.
TuningInstance

TuningInstance Class
TerminatorModelTime

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

TunerRandomSearch
AutoTuner

AutoTuner
Terminator

Abstract Terminator Class
TerminatorEvals

Terminator that stops after a number of evaluations
TerminatorClockTime

Terminator that stops according to the clock time
TerminatorStagnation

Terminator that stops when tuning does not improve
TunerDesignPoints

TunerDesignPoints
TunerGenSA

TunerGenSA
Tuner

Tuner
mlr_terminators

Dictionary of Terminators