pcntoolkit.dataio.data_factory#

Functions#

load_fcon1000([save_path])

Download and save fcon dataset to specified path, or load it from there

load_lifespan_big(→ pcntoolkit.dataio.norm_data.NormData)

Load the lifespan_big dataset, which is a large lifespan dataset with many sites.

Module Contents#

load_fcon1000(save_path: str | None = None)#

Download and save fcon dataset to specified path, or load it from there if it is already downloaded

Parameters:

save_path (str | None) – The path to save the dataset to, or load it from if it is already downloaded

Returns:

The loaded dataset as a NormData object

Return type:

NormData

load_lifespan_big(n_response_vars: int | None = None, n_largest_sites: int | None = None, n_subjects: int | None = None) → pcntoolkit.dataio.norm_data.NormData#

Load the lifespan_big dataset, which is a large lifespan dataset with many sites.

Parameters:

  • n_response_vars (int | None) – If specified, only use the first n_response_vars response variables.

  • n_largest_sites (int | None) – If specified, only keep data from the n_largest_sites largest sites.

  • n_subjects (int | None) – If specified, randomly sample n_subjects subjects.

Returns:

The loaded dataset as a NormData object.

Return type:

NormData