SPOTMisc: 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) <doi:10.1109/CEC.2005.1554761>.
Bartz-Beielstein T, Zaefferer M, Rehbach F (2021) <arXiv:1712.04076>.
Bartz-Beielstein T, Rehbach F, Sen A, Zaefferer M <arXiv:2105.14625>.
Bettonvil, B, Kleijnen JPC (1996) <doi:10.1016/S0377-2217(96)00156-7>.
| Version: |
1.19.40 |
| Depends: |
R (≥ 4.0.0) |
| Imports: |
callr, dplyr, ggplot2, GGally, graphics, grDevices, keras, magrittr, mlr, Metrics, OpenML, plotly, RColorBrewer, reticulate, rlang, rpart.plot, rsample, sensitivity, smoof, SPOT, stats, tensorflow, tfdatasets, utils |
| Suggests: |
farff, knitr, rmarkdown, rpart, testthat, xgboost |
| Published: |
2022-06-28 |
| Author: |
Thomas Bartz-Beielstein
 [aut, cre],
Martin Zaefferer
[aut],
Frederik Rehbach
[aut] |
| Maintainer: |
Thomas Bartz-Beielstein <tbb at bartzundbartz.de> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
https://www.spotseven.de |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| CRAN checks: |
SPOTMisc results |
Documentation:
Downloads:
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