qloguniform {azuremlsdk}

Specify a uniform distribution of the form ⁠round(exp(uniform(min_value, max_value) / q) * q⁠

Description

Specify a uniform distribution of the form ⁠round(exp(uniform(min_value, max_value) / q) * q⁠.

This is suitable for a discrete variable with respect to which the objective is "smooth", and gets smoother with the size of the value, but which should be bounded both above and below.

Usage

qloguniform(min_value, max_value, q)

Arguments

min_value

A double of the minimum value in the range (inclusive).

max_value

A double of the maximum value in the range (inclusive).

q

An integer of the smoothing factor.

Value

A list of the stochastic expression.

See Also

random_parameter_sampling(), grid_parameter_sampling(), bayesian_parameter_sampling()