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r-mlr3hyperband

Hyperband for mlr3

This package implements a successive halving and hyperband optimization algorithm for the mlr3 ecosystem. The implementation in mlr3hyperband features improved scheduling and parallelizes the evaluation of configurations. The package includes tuners for hyperparameter optimization in mlr3tuning and optimizers for black-box optimization in bbotk.

Installation

Install the latest version of r-mlr3hyperband as follows:

guix install r-mlr3hyperband

Or install a particular version:

guix install r-mlr3hyperband@0.6.0

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.

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