mlr3hyperband v0.1.1

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Hyperband for 'mlr3'

Implements hyperband method for hyperparameter tuning. Various termination criteria can be set and combined. The class 'AutoTuner' provides a convenient way to perform nested resampling in combination with 'mlr3'. The hyperband algorithm was proposed by Lisha Li, Kevin Jamieson, Giulia DeSalvo, Afshin Rostamizadeh and Ameet Talwalkar (2018) <arXiv:1603.06560>.

Functions in mlr3hyperband

Name Description
nds_selection Best points w.r.t. non dominated sorting with hypervolume contrib.
mlr3hyperband-package mlr3hyperband: Hyperband for 'mlr3'
mlr_tuners_hyperband Tuner using the Hyperband algorithm
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License LGPL-3
URL https://mlr3hyperband.mlr-org.com, https://github.com/mlr-org/mlr3hyperband
BugReports https://github.com/mlr-org/mlr3hyperband/issues
Encoding UTF-8
NeedsCompilation no
RoxygenNote 7.1.1
Collate 'TunerHyperband.R' 'nds_selection.R' 'bibentries.R' 'zzz.R'
Packaged 2020-12-07 12:25:11 UTC; marc
Repository CRAN
Date/Publication 2020-12-07 12:50:03 UTC

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