public DeconvolutionSVD(IAlgebraLinear <MatrixType> algebra, IFunction <double, double> input_function, double[] signal_sample_times)
{
// build AIF matrix
AMatrix <MatrixType> forward_matrix = null;
SVD <MatrixType> svd = algebra.ComputeSVD(forward_matrix);
}
public ITransform GenerateTransform(IDataSet <double> data_set)
{
AMatrix <MatrixType> data = algebra.Create(ToolsCollection.ConvertToArray2D(data_set.FeatureData));
SVD <MatrixType> svd = algebra.ComputeSVD(data);
AMatrix <MatrixType> projection = svd.VT.Transpose().GetColumns(0, destination_dimension_count);
return(new DimensionReductionPCA <MatrixType>(data_set.DataContext, projection));
}