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Libraries for running TensorFlow Federated simulations.
Modules
baselines
module: Libraries for constructing baseline learning tasks suitable for simulation.
datasets
module: Datasets for running TensorFlow Federated simulations.
models
module: Models for running TensorFlow Federated simulations.
Classes
class SequenceTypeNotAssignableError
: Inappropriate argument type.
class SequenceTypeNotFoundError
: Inappropriate argument type.
Functions
build_uniform_sampling_fn(...)
: Builds the function for sampling from the input iterator at each round.
compose_dataset_computation_with_computation(...)
: Builds a new tff.Computation
which constructs datasets on clients.
compose_dataset_computation_with_iterative_process(...)
: Builds a new iterative process which constructs datasets on clients.
compose_dataset_computation_with_learning_process(...)
: Builds a new learning process which constructs datasets on clients.
run_training_process(...)
: Runs a federated training_process
.