tff.simulation.datasets.build_single_label_dataset

Build a new dataset that only yields examples with a particular label.

tff.simulation.datasets.build_single_label_dataset(
    dataset, label_key, desired_label
)

This can be used for creating pathological non-iid (in label space) datasets.

dataset The base tf.data.Dataset that yields examples that are structures of string key -> tensor value pairs.
label_key The str key that holds the label for the example.
desired_label The label value to restrict the resulting dataset to.

A tf.data.Dataset that is composed of only examples that have a label matching desired_label.