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mlr3tuning

Extends the mlr3 package with tuning.

Installation

CRAN version

install.packages("mlr3filters")

Development version

remotes::install_github("mlr-org/mlr3filters")

Documentation

The function reference is can be found here. Further documentation lives in the mlr3book.

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Version

Install

install.packages('mlr3tuning')

Monthly Downloads

5,809

Version

0.1.0

License

LGPL-3

Issues

5

Pull Requests

1

Stars

55

Forks

6

Maintainer

Michel Lang

Last Published

September 30th, 2019

Functions in mlr3tuning (0.1.0)

TunerDesignPoints

TunerDesignPoints
TerminatorPerfReached

Terminator that stops when a performance level has been reached
tnr

Syntactic Sugar for Tuner and Terminator Construction
mlr_tuners

Dictionary of Tuners
mlr_terminators

Dictionary of Terminators
TunerGenSA

TunerGenSA
mlr3tuning-package

mlr3tuning: Tuning for 'mlr3'
TuningInstance

TuningInstance Class
TunerRandomSearch

TunerRandomSearch
TunerGridSearch

TunerGridSearch
TerminatorModelTime

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

Combine Terminators
AutoTuner

AutoTuner
Terminator

Abstract Terminator Class
TerminatorClockTime

Terminator that stops according to the clock time
TerminatorNone

Terminator that never stops.
TerminatorEvals

Terminator that stops after a number of evaluations
TerminatorStagnation

Terminator that stops when tuning does not improve
Tuner

Tuner