This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice … More
Category: Sequential Parameter Optimization
Open Access Book “Hyperparameter Tuning for Machine and Deep Learning with R” is finally published
The book “Hyperparameter Tuning for Machine and Deep Learning with R – A Practical Guide” is finally published. The content is … More
Open Access Book “Hyperparameter Tuning for ML and DL with R”: Proof reading started
Today, we received the proofs from Springer. The book will be available soon, see https://link.springer.com/book/9789811951695
SPOTMisc Ver 1.19.50 is on CRAN – thanks to the CRAN team!
Version 1.19.50 of the SPOTMisc Package, which implements additional models, simulation tools, and interfaces as extensions to ‘SPOT’, is on … More
SPOTMisc Version 1.19.50 Available for Download
Version 1.19.50 of the R package SPOTMisc is available for download from https://www.spotseven.de/spot/ This package implements additional features for SPOT. … More
Invited Talk @GECCO: Hyperparameter Tuning for Machine and Deep Learning with R
Thomas Bartz-Beielstein will present some ideas from the book “Hyperparameter Tuning for Machine and Deep Learning with R – A … More
SPOTMisc 1.19.26 is on its Way to CRAN
SPOTMisc: Misc Extensions for the ‘SPOT’ Package Implements additional models, simulation tools, and interfaces as extensions to ‘SPOT’. It provides … More
SPOT 2.11.10 is on CRAN
Sequential Parameter Optimization Toolbox A set of tools for model-based optimization and tuning of algorithms (hyperparameter tuning respectively hyperparameter optimization). … More
SPOT Updates on CRAN
Version: 2.8.2 of the Sequential Parameter Optimization Toolbox is available on CRAN. SPOT is set of tools for model-based optimization … More
Open Access Article “Elevator group control as a constrained multiobjective optimization problem”
Authors: Aljoša Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipič Applied Soft Computing, Volume 115, 2022, https://doi.org/10.1016/j.asoc.2021.108277. Abstract Abstract: Modern elevator … More