/// <summary>
/// Attaches a trainer to the network and establishes any necessary structures
/// for training.
/// </summary>
/// <param name="trainer">The trainer that will perform the training</param>
public void BeginTraining(Trainer trainer) {
foreach (KeyValuePair<String, Neuron> entry in neurons)
{
entry.Value.SetNeuralTrainer(trainer.GetTraining());
}
}
///
/// Save the network to the pocket with the named error calculator.
/// @param error The name of the error.
/// @param network The network to save.
/// @param trainer The trainer training the network.
///
public void SaveNetwork(string error, Network network, Trainer trainer)
{
PocketManager manager = (PocketManager)managers[error];
if(trainer.ErrorManager.GetError(error) < manager.GetLastUpdateError())
{
manager.SaveNetwork(network, trainer);
}
}
/// <summary>
/// Creates a new training epoch event.
/// </summary>
/// <param name="trainer">The trainer conducting the trainer</param>
/// <param name="network">The network being trained</param>
public TrainingEpochEvent(Trainer trainer, Network network) {
this.trainer = trainer;
this.network = network;
}
/// <summary>
/// Creates a new training epoch event.
/// </summary>
/// <param name="trainer"></param>
public TrainingEpochEvent(Trainer trainer)
{
this.trainer = trainer;
}
/// <summary>
/// Creates a new training epoch event.
/// </summary>
/// <param name="trainer">The trainer conducting the trainer</param>
/// <param name="network">The network being trained</param>
public TrainingEpochEvent(Trainer trainer, Network network)
{
this.trainer = trainer;
this.network = network;
}
/// <summary>
/// Creates a new training epoch event.
/// </summary>
/// <param name="trainer"></param>
public TrainingEpochEvent(Trainer trainer)
{
this.trainer = trainer;
}