p2pfl.learning.frameworks.simulation.virtual_learner module¶

Virtual Node Learner.

class p2pfl.learning.frameworks.simulation.virtual_learner.VirtualNodeLearner(learner)[source]¶

Decorator for the learner to be used in the simulation.

add_callback_info_to_model()[source]¶

Add the additional information from the callbacks to the model.

Evaluate the model with actual parameters.

Fit the model.

Get the data of the learner.

get_framework()[source]¶

Return the framework of the wrapped learner.

get_model()[source]¶

Get the model of the learner.

indicate_aggregator(aggregator)[source]¶

Indicate to the learner the aggregators that are being used in order to instantiate the callbacks.

Parameters:: aggregator (Aggregator) – The aggregator used in the learning process.
Return type:: None

interrupt_fit()[source]¶

Interrupt the fit process.

set_addr(addr)[source]¶

Set the addr of the node.

set_data(data)[source]¶

Set the data of the learner. It is used to fit the model.

set_epochs(epochs)[source]¶

Set the number of epochs of the model.

set_model(model)[source]¶

Set the model of the learner (not weights).

Parameters:: model (P2PFLModel | list[ndarray] | bytes) – The model of the learner.
Return type:: None

update_callbacks_with_model_info()[source]¶

Update the callbacks with the model additional information.