hookeai.simulators.links.utilities.links_out_to_dataset.build_dataset

build_dataset(links_out_file_paths, n_dim)

Build time series data set from set of Links Gauss point ‘.out’ files.

Parameters:

• links_out_file_paths (tuple) – Links Gauss point ‘.out’ data file paths.

• n_dim (int) – Number of spatial dimensions.

Returns:

dataset – Time series data set. Each sample is stored as a dictionary where each feature (key, str) data is a torch.Tensor(2d) of shape (sequence_length, n_features).

Return type:

torch.utils.data.Dataset