metamod.deploy module

Module to assist the deployment of the surrogate.

metamod.deploy.get_input_coordinates(density, requested_dims, range_norm)

Obtain the grid samples.

Parameters:

• density (int) – Sampling density of the reponse plot.
• requested_dims (list) – Input dimensions to plot.
• range_norm (np.array) – Range of validity in normalized coordinates.

Returns:

Grid samples.

Return type:

samples (np.array)

metamod.deploy.get_plotting_coordinates(density, requested_dims, dim_in, normalization_factors, range_norm, constants)

Obtain the grid samples for plotting.

Parameters:

• density (int) – Sampling density of the reponse plot.
• requested_dims (list) – Input dimensions to plot.
• dim_in (int) – Number of input dimensions.
• normalization_factors (np.array) – Input normalization factors.
• range_norm (np.array) – Range of validity in normalized coordinates.
• constants (list) – Values of the fixed input dimensions.

Returns:

Grid samples.

Return type:

samples (np.array)