dial_core.datasets.dataset_loader module

class dial_core.datasets.dataset_loader.BostonHousingLoader[source]

Bases: dial_core.datasets.dataset_loader.DatasetLoader

Boston Housing dataset loader.

class dial_core.datasets.dataset_loader.Cifar10Loader[source]

Bases: dial_core.datasets.dataset_loader.DatasetLoader

Cifar10 dataset loader.

y_type: datatype.Categorical = None
class dial_core.datasets.dataset_loader.DatasetLoader(name, brief, x_type, y_type)[source]

Bases: object

Abstract class for loading any dataset.

load()[source]

Load and return the train/test dataset objects.

Return type:Tuple[Dataset, Dataset]
class dial_core.datasets.dataset_loader.FashionMnistLoader[source]

Bases: dial_core.datasets.dataset_loader.DatasetLoader

Fashion Mnist dataset loader.

y_type: datatype.Categorical = None
class dial_core.datasets.dataset_loader.MnistLoader[source]

Bases: dial_core.datasets.dataset_loader.DatasetLoader

Mnist dataset loader.