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Module: tff.simulation

Defined in simulation/__init__.py.

The public API for experimenters running federated learning simulations.

Modules

datasets module: Datasets for running Federated Learning experiments in simulation.

Classes

class ClientData: Object to hold a dataset and a mapping of clients to examples.

class FilePerUserClientData: A tf.simulation.ClientData that maps a set of files to a dataset.

class HDF5ClientData: A tf.simulation.ClientData backed by an HDF5 file.

class TransformingClientData: Expands client data by performing transformations.