mxRegularize: This function creates a regularization penalty object
In trbrick/mxregsem: Regularization of models in OpenMx

This function creates a regularization penalty object

mxRegularize(
  what,
  how = names(imxRegularizationTypes),
  hyperparams = list(),
  hpranges = list(),
  name = NULL,
  compute = mxComputeDefault(),
  otherArgs = list()
)

`what`	which parameters or model elements to regularize
`how`	what kind of regularization function to use. Currently supported: "lasso", "ridge"
`hyperparams`	a named list of the hyperparameter starting values. Used for initial setup.
`hpranges`	a named list of hyperparameter ranges. Used in search if no ranges are specified.
`name`	the name of the regularization object to be created
`compute`	a compute object. If it contains at least one mxComputeDefault, any compute plan supplied by the user will be substituted for that object each time it occurs in the plan.
`other`	Other arguments to the associated regularization functions (see mxRegularizeLASSO and mxRegularizeRidge)