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Datasets for running Federated Learning simulations.
Modules
cifar100
module: Libraries for the federated CIFAR-100 dataset for simulation.
emnist
module: Libraries for the federated EMNIST dataset for simulation.
gldv2
module: Libraries for the federated Google Landmark v2 dataset for simulation.
shakespeare
module: Libraries for the Shakespeare dataset for federated learning simulation.
stackoverflow
module: Libraries for the Stackoverflow dataset for federated learning simulation.
Functions
build_dataset_mixture(...)
: Build a new dataset that probabilistically returns examples.
build_single_label_dataset(...)
: Build a new dataset that only yields examples with a particular label.
build_synthethic_iid_datasets(...)
: Constructs an iterable of IID clients from a tf.data.Dataset
.