sagemaker_ranges: Sagemaker Parameter Ranges

Description Usage Arguments

View source: R/tuning.R

Description

Parameter ranges for Sagemaker hyperparameter tuning.

Usage

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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.


tmastny/sagemaker documentation built on July 15, 2020, 4:17 p.m.