milliontrees package

Subpackages

• milliontrees.common package
  • Subpackages
    • milliontrees.common.metrics package
      • Submodules
      • milliontrees.common.metrics.all_metrics module
      • milliontrees.common.metrics.loss module
      • milliontrees.common.metrics.metric module
      • Module contents
  • Submodules
  • milliontrees.common.data_loaders module
  • milliontrees.common.grouper module
  • milliontrees.common.utils module
  • Module contents
• milliontrees.datasets package
  • Subpackages
    • milliontrees.datasets.unlabeled package
      • Submodules
      • milliontrees.datasets.unlabeled.TreeBoxesUnlabeled module
      • milliontrees.datasets.unlabeled.TreePointsUnlabeled module
      • milliontrees.datasets.unlabeled.TreePolygonsUnlabeled module
      • Module contents
  • Submodules
  • milliontrees.datasets.TreeBoxes module
  • milliontrees.datasets.TreePoints module
  • milliontrees.datasets.TreePolygons module
  • milliontrees.datasets.download_utils module
  • milliontrees.datasets.milliontrees_dataset module
  • Module contents

Submodules

milliontrees.download_datasets module

milliontrees.download_datasets.main()

Downloads the latest versions of all specified datasets, if they do not already exist.

milliontrees.get_dataset module

milliontrees.get_dataset.get_dataset(dataset: str, version: str | None = None, unlabeled: bool = False, **dataset_kwargs)

Returns the appropriate milliontrees dataset class.

Input:

dataset (str): Name of the dataset version (Union[str, None]): Dataset version number, e.g., ‘1.0’.

Defaults to the latest version.

unlabeled (bool): If true, use the unlabeled version of the dataset. dataset_kwargs: Other keyword arguments to pass to the dataset constructors.

Output:

The specified milliontreesDataset class.

milliontrees.version module

milliontrees.version.check()

Module contents