MathNET.Numerics 中 Matlab unique() 的等效功能？

Question

Is there a MathNET.Numerics equivalent of Matlab's unique(A, 'rows') (or unique(A) ), where A is a Matrix<double> ?

I have searched extensively through the MathNET.Numerics library documentation, and cannot find anything resembling this functionality. Does similar functionality already exist?

To recall Matlab's documentation:

C = unique(A,'rows') treats each row of A as a single entity and returns the unique rows of A. The rows of the array C are in sorted order.

Answer 1

There's nothing inbuilt, but you could use Linq 's Distinct() method on an Enumerable of the matrix's rows. Given a Matrix<double> x ,

var y = Matrix<double>.Build.DenseOfRows(x.EnumerateRows().Distinct());

Example

Writing this as an extension method :

public static Matrix<double> Unique(this Matrix<double> x) {
    return Matrix<double>.Build.DenseOfRows(x.EnumerateRows().Distinct());
}

Which you can then call as:

var y = x.Unique();

This doesn't sort the rows. If you want that, you could combine this with this answer .

public static Matrix<double> UniqueSorted(this Matrix<double> x, int sortByColumn = 0, bool desc = false) {
    var uq = x.EnumerateRows().Distinct();
    if (desc)
        return Matrix<double>.Build.DenseOfRows(uq.OrderByDescending(row => row[sortByColumn]));
    else
        return Matrix<double>.Build.DenseOfRows(uq.OrderBy(row => row[sortByColumn]));
}

Here's a big fiddle containing everything