Functionsīuild_dataset_mixture(.): Build a new dataset that probabilistically returns examples.īuild_single_label_dataset(.): Build a new dataset that only yields examples with a particular label.īuild_synthethic_iid_datasets(.): Constructs an iterable of IID clients from a. ClassesĬlass ClientData: Object to hold a federated dataset.Ĭlass FilePerUserClientData: A that maps a set of files to a dataset.Ĭlass SqlClientData: A backed by an SQL file.Ĭlass TestClientData: "A intended for test purposes.Ĭlass TransformingClientData: Transforms client data, potentially expanding by adding pseudo-clients. Stackoverflow module: Libraries for the Stackoverflow dataset for federated learning simulation. Shakespeare module: Libraries for the Shakespeare dataset for federated learning simulation. Inaturalist module: Libraries for the federated iNaturalist dataset for simulation. Gldv2 module: Libraries for the federated Google Landmark v2 dataset for simulation. ModulesĬeleba module: Libraries for the federated CelebA dataset for simulation.Ĭifar100 module: Libraries for the federated CIFAR-100 dataset for simulation.Įmnist module: Libraries for the federated EMNIST dataset for simulation. Datasets for running TensorFlow Federated simulations.
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