Misc Extensions for the 'SPOT' Package

Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides tools for hyperparameter tuning via 'keras/tensorflow', interfacing 'mlr', for performing Markov chain simulations, and for sensitivity analysis based on sequential bifurcation methods as described in Bettonvil and Kleijnen (1996). Furthermore, additional plotting functions for output from 'SPOT' runs are implemented. Bartz-Beielstein T, Lasarczyk C W G, Preuss M (2005) . Bartz-Beielstein T, Zaefferer M, Rehbach F (2021) . Bartz-Beielstein T, Rehbach F, Sen A, Zaefferer M . Bettonvil, B, Kleijnen JPC (1996) .


Reference manual

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install.packages("SPOTMisc")

1.19.52 by Thomas Bartz-Beielstein, 4 years ago


https://www.spotseven.de


Browse source code at https://github.com/cran/SPOTMisc


Authors: Thomas Bartz-Beielstein [aut, cre] , Martin Zaefferer [aut] , Frederik Rehbach [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports callr, dplyr, ggplot2, GGally, graphics, grDevices, keras, magrittr, mlr, Metrics, plotly, RColorBrewer, reticulate, rlang, rpart.plot, rsample, sensitivity, smoof, SPOT, stats, tensorflow, tfdatasets, utils

Suggests farff, knitr, rmarkdown, rpart, testthat, xgboost


See at CRAN