public PerformTrainingModel(
NeuralNetworkTrainingService networkTrainingService,
IOptions <NeuralNetworkTrainingConfiguration> trainingConfiguration)
{
this.networkTrainingService = networkTrainingService;
this.trainingConfiguration = trainingConfiguration.Value;
}
public async Task TrainConfiguredNetworkForEpochs(
int epochs,
NeuralNetworkTrainingConfiguration trainingConfig)
{
var trainingData = dataProvider.TrainingData
.Select(transaction => transaction.ToTrainingData())
.ToList();
await TrainingController.For(BackPropagation.WithConfiguration(
networkAccessor.TargetNetwork,
ParallelOptionsExtensions.MultiThreadedOptions(trainingConfig.ThreadCount),
trainingConfig.LearningRate,
trainingConfig.Momentum))
.TrainForEpochsOrErrorThresholdMet(trainingData, epochs, trainingConfig.MinimumErrorThreshold);
}
