write

This function saves the constructed emulator to a <code>.pkl</code> file.

Interface to the 'python' package 'dgpsi' for Gaussian process, deep Gaussian process,
and linked deep Gaussian process emulations of computer models and networks using stochastic imputation (SI).
The implementations follow Ming & Guillas (2021) <doi:10.1137/20M1323771> and
Ming, Williamson, & Guillas (2023) <doi:10.1080/00401706.2022.2124311> and
Ming & Williamson (2023) <arXiv:2306.01212>. To get started with the package,
see <https://mingdeyu.github.io/dgpsi-R/>.

Deyu Ming

dgpsi

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

Daniel Williamson

write function

<dl><dt>object</dt>
<dd>an instance of the S3 class <code>gp</code>, <code>dgp</code>, <code>lgp</code>, or <code>bundle</code>.</dd>
<dt>pkl_file</dt>
<dd>the path to and the name of the <code>.pkl</code> file to which
the emulator <code>object</code> is saved.</dd>
<dt>light</dt>
<dd>a bool indicating if a light version of the constructed emulator (that requires a small storage) will be saved.
This argument has no effects on GP or bundles of GP emulators. Defaults to <code>TRUE</code>.</dd></dl>

Arguments

Save the constructed emulator — write

<dl>

<dt>object</dt>
<dd>an instance of the S3 class <code>gp</code>, <code>dgp</code>, <code>lgp</code>, or <code>bundle</code>.</dd>


<dt>pkl_file</dt>
<dd>the path to and the name of the <code>.pkl</code> file to which
the emulator <code>object</code> is saved.</dd>


<dt>light</dt>
<dd>a bool indicating if a light version of the constructed emulator (that requires a small storage) will be saved.
This argument has no effects on GP or bundles of GP emulators. Defaults to <code>TRUE</code>.</dd>

</dl>

write: Save the constructed emulator

Description

Usage

Value

Arguments

Details

Examples