public static CudaDataSet <int> ReadPenBase()
{
var PenDescription = new Type[] {
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.label,
};
LabelReader reader = new LabelReader(PenDescription);
reader.ReadFile("dataSets/penbased.csv");
return(reader.DataSet);
}
/// <summary>
/// Gets the data from the file system.
/// </summary>
/// <returns></returns>
public override MnistImageBatch GetData()
{
int[] label = LabelReader.ReadLabels(BatchSize);
double[][] pixels = PixelReader.ReadPixels(BatchSize, ImageSizeInPixels);
pixels = NormalizePixels(pixels);
var result = new MnistImageBatch(label, pixels);
return(result);
}
public static CudaDataSet <int> readIris()
{
var irisDescription = new Type[] {
Type.param,
Type.param,
Type.param,
Type.param,
Type.label
};
LabelReader reader = new LabelReader(irisDescription);
reader.ReadFile("dataSets/iris.csv");
return(reader.DataSet);
}
public static CudaDataSet <int> ReadNormalizedIris()
{
var irisDescription = new Type[] {
Type.param,
Type.param,
Type.param,
Type.param,
Type.label
};
LabelReader reader = new LabelReader(irisDescription);
//reader.Separator = '\t';
reader.ReadFile("dataSets/iris_std_sh.txt");
return(reader.DataSet);
}
public static CudaDataSet <int> ReadMagic()
{
var magidDescription = new Type[] {
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.label,
};
LabelReader reader = new LabelReader(magidDescription);
reader.ReadFile("dataSets/magic.csv");
return(reader.DataSet);
}
public static CudaDataSet <int> readPoker()
{
var pokerDescription = new Type[] {
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.param,
Type.label
};
LabelReader reader = new LabelReader(pokerDescription);
reader.ReadFile("dataSets/poker.csv");
return(reader.DataSet);
}
