Helper Module for Deep Learning.

Module that provides functions to prepare the lpsnc dataset.

class pynet.datasets.lpsnc.Item(input_path, output_path, metadata_path)¶

property input_path¶

Alias for field number 0

property metadata_path¶

Alias for field number 2

property output_path¶

Alias for field number 1

pynet.datasets.lpsnc.fetch_lpsnc(datasetdir='/neurospin/radiomics/workspace_LPSNC/LPSNC_data', modality=None)[source]¶

Fetch/prepare the lpsnc dataset for pynet.

Parameters

datasetdir: str

the dataset destination folder.

modality: str

the modality to be fetched, or all modalities if none.

Returns

——-

item: namedtuple

a named tuple containing ‘input_path’, ‘output_path’, and ‘metadata_path’.