model_algorithms

Algorithms for remote/federated model training on data.

Module

Submodules

• bitfount.federated.algorithms.model_algorithms.base - Base classes for all model-based algorithms.
• bitfount.federated.algorithms.model_algorithms.evaluate - Algorithm to evaluate a model on remote data.
• bitfount.federated.algorithms.model_algorithms.federated_training - Algorithm to train a model remotely and return its parameters.
• bitfount.federated.algorithms.model_algorithms.inference - Algorithm to evaluate a model on remote data.
• bitfount.federated.algorithms.model_algorithms.post_processing - Utilities for post-processing.
• bitfount.federated.algorithms.model_algorithms.train_and_evaluate - Algorithm to train and evaluate a model on remote data.

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