Commit 21d34c62 authored by Nathan Frey's avatar Nathan Frey
Browse files

Added ValueError and working example

parent a212ad66
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+9 −2
Original line number Diff line number Diff line
@@ -82,14 +82,21 @@ def load_mydataset(featurizer: str = None,
  Examples
  --------
  >>> import deepchem as dc
  >>> tasks, datasets, transformers = dc.molnet.load_mydataset()
  >>> tasks, datasets, transformers = dc.molnet.load_tox21(reload=False)
  >>> train_dataset, val_dataset, test_dataset = datasets
  >>> n_tasks = len(tasks)
  >>> n_features = train_dataset.get_data_shape()[0]
  >>> model = dc.models.MultiTaskClassifier(n_tasks, n_features)
  >>> model = dc.models.MultitaskClassifier(n_tasks, n_features)

  """

  # Warning message about this template
  raise ValueError("""
    This is a template function and it doesn't do anything!
    Use this function as a reference when implementing new
    loaders for MoleculeNet datasets.
    """)

  # Featurize mydataset
  logger.info("About to featurize mydataset.")
  my_tasks = ["task1", "task2", "task3"]  # machine learning targets