ctf4science.data_module.get_training_timesteps

ctf4science.data_module.get_training_timesteps(dataset_name: str, pair_id: int) → list[ndarray]

Return time steps for each training matrix for the given dataset and pair.

One 1D array per training matrix in the pair, built from metadata (matrix_shapes, matrix_start_index, delta_t).

Parameters:

dataset_namestr

Name of the dataset (e.g. 'ODE_Lorenz', 'PDE_KS').

pair_idint

ID of the train-test pair.

Returns:

list of ndarray

List of 1D arrays of time steps, one per training matrix.

Raises:

ValueError

If pair_id is missing, train matrices or metadata are missing.