/// <summary>
/// Add only input data, for an unsupervised dataset.
/// </summary>
/// <param name="data1">The data to be added.</param>
public void Add(INeuralData data1)
{
if (!this.loading)
{
throw new NeuralDataError(BufferedNeuralDataSet.ERROR_ADD);
}
egb.Write(data1.Data);
}
/// <summary>
/// Convert an external file format, such as CSV, to the Encog binary
/// training format.
/// </summary>
/// <param name="binaryFile">The binary file to create.</param>
public void External2Binary(String binaryFile)
{
Status.Report(0, 0, "Importing to binary file: "
+ binaryFile);
EncogEGBFile egb = new EncogEGBFile(binaryFile);
egb.Create(codec.InputSize, codec.IdealSize);
double[] input = new double[this.codec.InputSize];
double[] ideal = new double[this.codec.IdealSize];
this.codec.PrepareRead();
int index = 3;
int currentRecord = 0;
int lastUpdate = 0;
while (codec.Read(input, ideal))
{
egb.Write(input);
egb.Write(ideal);
index += input.Length;
index += ideal.Length;
currentRecord++;
lastUpdate++;
if (lastUpdate >= 10000)
{
lastUpdate = 0;
this.Status.Report(0, currentRecord, "Importing...");
}
}
egb.Close();
this.codec.Close();
Status.Report(0, 0, "Done importing to binary file: "
+ binaryFile);
}
/// <summary>
/// Convert an external file format, such as CSV, to the Encog binary
/// training format.
/// </summary>
/// <param name="binaryFile">The binary file to create.</param>
public void External2Binary(String binaryFile)
{
Status.Report(0, 0, "Importing to binary file: "
+ binaryFile);
EncogEGBFile egb = new EncogEGBFile(binaryFile);
egb.Create(codec.InputSize, codec.IdealSize);
double[] input = new double[this.codec.InputSize];
double[] ideal = new double[this.codec.IdealSize];
this.codec.PrepareRead();
int index = 3;
int currentRecord = 0;
int lastUpdate = 0;
while (codec.Read(input, ideal))
{
egb.Write(input);
egb.Write(ideal);
index += input.Length;
index += ideal.Length;
currentRecord++;
lastUpdate++;
if (lastUpdate >= 10000)
{
lastUpdate = 0;
this.Status.Report(0, currentRecord, "Importing...");
}
}
egb.Close();
this.codec.Close();
Status.Report(0, 0, "Done importing to binary file: "
+ binaryFile);
}