Lines Matching refs:Dataset
15 """Contains the definition of a Dataset.
17 A Dataset is a collection of several components: (1) a list of data sources
23 Data can be loaded from a dataset specification using a dataset_data_provider:
25 dataset = CreateMyDataset(...)
27 dataset, shuffle=False)
38 class Dataset(object):
39 """Represents a Dataset specification."""
43 """Initializes the dataset.
46 data_sources: A list of files that make up the dataset.
50 num_samples: The number of samples in the dataset.
51 items_to_descriptions: A map from the items that the dataset provides to
53 **kwargs: Any remaining dataset-specific fields.
