topobench.data.loaders.pointcloud package

Init file for PointCloud load module with automated loader discovery.

class GeometricShapesDatasetLoader(parameters)

Bases: AbstractLoader

Load GeometricShapes dataset.

Parameters:

parametersDictConfig

Configuration parameters containing:

• data_dir: Root directory for data

__init__(parameters)

load_dataset()

Load GeometricShapes dataset.

Returns:

Dataset

The loaded GeometricShapes dataset.

Raises:

RuntimeError

If dataset loading fails.

Submodules

• topobench.data.loaders.pointcloud.geometric_shapes module
  • AbstractLoader
    • AbstractLoader.__init__()
    • AbstractLoader.get_data_dir()
    • AbstractLoader.load()
    • AbstractLoader.load_dataset()
  • Dataset
    • Dataset.__init__()
    • Dataset.download()
    • Dataset.get()
    • Dataset.get_summary()
    • Dataset.index_select()
    • Dataset.indices()
    • Dataset.len()
    • Dataset.print_summary()
    • Dataset.process()
    • Dataset.shuffle()
    • Dataset.to_datapipe()
    • Dataset.has_download
    • Dataset.has_process
    • Dataset.num_classes
    • Dataset.num_edge_features
    • Dataset.num_features
    • Dataset.num_node_features
    • Dataset.processed_dir
    • Dataset.processed_file_names
    • Dataset.processed_paths
    • Dataset.raw_dir
    • Dataset.raw_file_names
    • Dataset.raw_paths
  • DictConfig
    • DictConfig.__init__()
    • DictConfig.copy()
    • DictConfig.get()
    • DictConfig.items()
    • DictConfig.items_ex()
    • DictConfig.keys()
    • DictConfig.pop()
    • DictConfig.setdefault()
  • GeometricShapes
    • GeometricShapes.__init__()
    • GeometricShapes.download()
    • GeometricShapes.process()
    • GeometricShapes.process_set()
    • GeometricShapes.processed_file_names
    • GeometricShapes.raw_file_names
    • GeometricShapes.url
  • GeometricShapesDatasetLoader
    • GeometricShapesDatasetLoader.__init__()
    • GeometricShapesDatasetLoader.load_dataset()
  • rename_pos_to_x()