write: Save the constructed emulator

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

Save the constructed emulator

Description

This function saves the constructed emulator to a .pkl file.

Usage

write(object, pkl_file, light = TRUE)

Arguments

object	an instance of the S3 class gp, dgp, lgp, or bundle.
pkl_file	the path to and the name of the .pkl file to which the emulator object is saved.
light	a bool indicating if a light version of the constructed emulator (that requires less disk space to store) will be saved. Defaults to TRUE.

Details

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

Value

No return value. object will be saved to a local .pkl file specified by pkl_file.

Note

Since emulators built from the package are 'python' objects, save() from R will not work as it would for R objects. If object was processed by set_vecchia() to add or remove the Vecchia approximation, light should be set to FALSE to ensure reproducibility after the saved emulator is reloaded by read().

Examples

## Not run: 

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

## End(Not run)

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