Sagemaker Parameter Ranges

Parameter ranges for Sagemaker hyperparameter tuning.

sagemaker_ranges(
  type = c("integer", "continuous", "categorical"),
  min,
  max,
  scaling = "Auto",
  values = NULL
)

sagemaker_integer(min, max, scaling = "Auto")

sagemaker_continuous(min, max, scaling = "Auto")

sagemaker_categorical(values)

Arguments

type	Type of range for hyperparameter tuning.
min	Minimum value of range.
max	Maximum value of range.
scaling	"Auto", "Linear", "Logarithmic", or "ReverseLogarithmic".
values	List of strings that match categorical parameters for the sagemaker_estimator.