Version 2.5.8 of the Sequential Parameter Optimization Toolbox is available. SPOT is set of tools for model-based optimization and tuning … More
Category: Sequential Parameter Optimization
SPOTMisc 1.2.8 Released
This is a minor update that implements the new function funKerasMnist(). Version 1.2.8. is NOT available from CRAN, it can … More
Hyperparameter Tuning Survey Paper: Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization
The working paper “Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization” by Eva Bartz, Martin Zaefferer, Olaf Mersmann, Thomas Bartz-Beielstein was published on … More
Working Paper: Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT
Authors: Thomas Bartz-Beielstein, Frederik Rehbach, Amrita Sen, and Martin ZaeffererCategories: cs.LGMSC-class: 68T07ACM-class: A.1; B.8.0; G.1.6; G.4; I.2.8 A surrogate model … More
CEC-2021 Tutorial: Benchmarking and Experimentation
Benchmarking@CEC-2021 Tutorial “Benchmarking and Experimentation: Pitfalls and Best Practices” Time: Monday, June 28th, 2021 2:15 PM CEST Presenters: Thomas Bartz-Beielstein, … More
SPOTMisc R Package Windows Binaries Published on CRAN
The R package SPOTMisc_1.2.2.tar.gz has been built for Windows (R version 4.1.0 (2021-05-18)) andwill be published in the corresponding CRAN … More
SPOTMisc is on CRAN
SPOTMisc (source package) is on CRAN: [SPOTMisc] implements additional models, simulation tools, and interfaces as extensions to ‘SPOT‘. It provides tools … More
SPOT 2.5.4 with Additional Test Functions
SPOT 2.5.4 implements additional (classical) test functions. funRoth funPowellBs funBrownBs funBeale funJennSamp funHelical funBard funGauss funMeyer funGulf funBox3d funPowellS The … More
SPOTMisc Uploaded to CRAN after Issues were fixed (hopefully).
We fixed issues mentioned by the CRAN team and uploaded the new version to CRAN: Package Information:Package: SPOTMisc Version: 1.2.2 Title: Misc … More
R Package SPOT 2.5.0 has been built for Windows
The R package SPOT_2.5.0.tar.gz has been built for Windows andwill be published within 24 hours in the corresponding CRAN directory.R … More