tumourkit.classification.train_graphs.load_dataset

tumourkit.classification.train_graphs.load_dataset(train_node_dir: str, val_node_dir: str, test_node_dir: str, bsize: int, remove_prior: bool | None = False, remove_morph: bool | None = False, enable_background: bool | None = False) Tuple[GraphDataLoader, GraphDataLoader, GraphDataLoader]

Creates Torch dataloaders for training. Folder structure: node_dir:

  • train

  • graphs

  • file1.nodes.csv

  • validation

  • graphs

  • file1.nodes.csv

  • test

  • graphs

  • file1.nodes.csv