public static void Generate(ForestConfig config, bool useOneOf) { var generate = new GenerateData(config); generate.Step1(); generate.Step2(); DataNormalization norm = generate.Step3(useOneOf); // save the normalize object SerializeObject.Save(config.NormalizeFile.ToString(), norm); // create and save the neural network BasicNetwork network = EncogUtility.SimpleFeedForward(norm.GetNetworkInputLayerSize(), config.HiddenCount, 0, norm.GetNetworkOutputLayerSize(), true); EncogDirectoryPersistence.SaveObject(config.TrainedNetworkFile, network); }
public static void Generate(ForestConfig config, bool useOneOf) { var generate = new GenerateData(config); generate.Step1(); generate.Step2(); DataNormalization norm = generate.Step3(useOneOf); // save the normalize object SerializeObject.Save(config.NormalizeFile.ToString(), norm); // create and save the neural network BasicNetwork network = EncogUtility.SimpleFeedForward(norm .GetNetworkInputLayerSize(), config.HiddenCount, 0, norm .GetNetworkOutputLayerSize(), true); EncogDirectoryPersistence.SaveObject(config.TrainedNetworkFile, network); }