summary: Summary of a constructed GP, DGP, or linked (D)GP emulator

In dgpsi: Interface to 'dgpsi' for Deep and Linked Gaussian Process Emulations

Summary of a constructed GP, DGP, or linked (D)GP emulator

Description

This function provides a summary of key information for a GP, DGP, or linked (D)GP emulator by generating either a table or an interactive plot of the emulator’s structure.

Usage

## S3 method for class 'gp'
summary(object, type = "plot", ...)

## S3 method for class 'dgp'
summary(object, type = "plot", ...)

## S3 method for class 'lgp'
summary(object, type = "plot", group_size = 1, ...)

Arguments

object	can be one of the following: the S3 class gp. the S3 class dgp. the S3 class lgp.
type	a character string, either "table" or "plot", indicating the format of the output. If set to "table", the function returns a summary in table. If set to "plot", the function returns an interactive visualization. Defaults to "plot". If the object was created with lgp() where struc is not a data frame, type will automatically default to "table".
...	Any arguments that can be passed to kableExtra::kbl() when type = "table".
group_size	an integer specifying the number of consecutive layers to be grouped together in the interactive visualization of linked emulators when type = "plot". This argument is only applicable if object is an instance of the lgp class. Defaults to 1.

Details

See further examples and tutorials at https://mingdeyu.github.io/dgpsi-R/.

Value

Either a summary table (returned as kableExtra object) or an interactive visualization (returned as a visNetwork object) of the emulator. The visualization is compatible with R Markdown documents and the RStudio Viewer. The summary table can be further customized by kableExtra::kableExtra package. The resulting visNetwork object can be saved as an HTML file using visNetwork::visSave() from the visNetwork::visNetwork package.

Examples

## Not run: 

# See gp(), dgp(), or lgp() for an example.

## End(Not run)

dgpsi documentation built on April 3, 2025, 9:26 p.m.