loguniform {azuremlsdk}

Specify a log uniform distribution

Description

Specify a log uniform distribution.

A value is drawn according to exp(uniform(min_value, max_value)) so that the logarithm of the return value is uniformly distributed. When optimizing, this variable is constrained to the interval ⁠[exp(min_value), exp(max_value)]⁠.

Usage

loguniform(min_value, max_value)

Arguments

min_value

A double where the minimum value in the range will be exp(min_value) (inclusive).

max_value

A double where the maximum value in the range will be exp(min_value) (inclusive).

Value

A list of the stochastic expression.

See Also

random_parameter_sampling(), grid_parameter_sampling(), bayesian_parameter_sampling()