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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/MxRun.R
\name{mxPenaltySearch}
\alias{mxPenaltySearch}
\title{mxPenaltySearch}
\usage{
mxPenaltySearch(
model,
...,
silent = FALSE,
suppressWarnings = FALSE,
unsafe = FALSE,
checkpoint = FALSE,
useSocket = FALSE,
onlyFrontend = FALSE,
beginMessage = !silent
)
}
\arguments{
\item{model}{A \link{MxModel} object to be optimized.}
\item{...}{Not used. Forces remaining arguments to be specified by name}
\item{silent}{A boolean indicating whether to print status to terminal.}
\item{suppressWarnings}{A boolean indicating whether to suppress warnings.}
\item{unsafe}{A boolean indicating whether to ignore errors.}
\item{checkpoint}{A boolean indicating whether to periodically write parameter values to a file.}
\item{useSocket}{A boolean indicating whether to periodically write parameter values to a socket.}
\item{onlyFrontend}{A boolean indicating whether to run only front-end model transformations.}
\item{beginMessage}{A boolean indicating whether to print the number of parameters before invoking the backend.}
}
\description{
Grid search for the best \link[=MxPenalty-class]{MxPenalty} hyperparameters. Uses
\link{omxDefaultComputePlan} with
\code{penaltySearch=TRUE}. Specifically, wraps
\link{mxComputeGradientDescent} with \link{mxComputePenaltySearch}
and passes the model to the backend.
}
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