templates.problem_template.params
templates.problem_template.params
Functions
| Name | Description |
|---|---|
| parameters | Template for generating training/testing parameter samples. |
parameters
templates.problem_template.params.parameters(N_snap)Template for generating training/testing parameter samples.
Uses generate_sobol from skrom.rom.rom_utils to sample uniformly over each interval in param_ranges.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
| N_snap | int | Number of samples per set. | required |
Returns
| Name | Type | Description |
|---|---|---|
| params | (ndarray, shape(2 * N_snap, D)) | Stacked [training; testing] samples. |
| param_ranges | list of tuple | [(p1_min, p1_max), …, (pD_min, pD_max)] for each parameter. |
| train_mask | ndarray of bool | True for the first N_snap entries of params. |
| test_mask | ndarray of bool | True for the remaining entries. |