MNISTData
=========



.. currentmodule:: deepchecks.vision.datasets.classification.mnist

.. autoclass:: MNISTData
   :special-members: __init__



.. rubric:: Attributes

.. autosummary::
   :toctree:

   
   MNISTData.classes_indices
   

   
   MNISTData.data_dimension
   

   
   MNISTData.data_loader
   

   
   MNISTData.has_images
   

   
   MNISTData.has_labels
   

   
   MNISTData.n_of_samples_per_class
   

   
   MNISTData.num_classes
   

   
   MNISTData.num_samples
   

   
   MNISTData.original_num_samples
   

   
   MNISTData.task_type
   

   
   MNISTData.transform_field
   






.. rubric:: Methods

.. autosummary::
   :toctree:

   
   
   MNISTData.assert_images_valid
   
   
   MNISTData.assert_labels_valid
   
   
   MNISTData.batch_of_index
   
   
   MNISTData.batch_to_images
   
   
   MNISTData.batch_to_labels
   
   
   MNISTData.copy
   
   
   MNISTData.from_dataset
   
   
   MNISTData.get_augmented_dataset
   
   
   MNISTData.get_classes
   
   
   MNISTData.get_transform_type
   
   
   MNISTData.infer_on_batch
   
   
   MNISTData.init_cache
   
   
   MNISTData.is_sampled
   
   
   MNISTData.label_id_to_name
   
   
   MNISTData.to_batch
   
   
   MNISTData.to_dataset_index
   
   
   MNISTData.update_cache
   
   
   MNISTData.validate_format
   
   
   MNISTData.validate_get_classes
   
   
   MNISTData.validate_image_data
   
   
   MNISTData.validate_inferred_batch_predictions
   
   
   MNISTData.validate_label
   
   
   MNISTData.validate_prediction
   
   
   MNISTData.validate_shared_label