function sort_eigs

deeptime.numeric.sort_eigs(evals, evecs, order='magnitude')

Sorts the eigenvalues and eigenvectors by descending norm of the eigenvalues or lexicographically.

Parameters:

• evals ((n, ) ndarray) – eigenvalues

• evecs ((k, n) ndarray) – eigenvectors in a column matrix

• order (str, default='magnitude') – The order. Sorts by magnitude by default, can also be ‘lexicographic’ in which case it sorts lexicographically.

Returns:

(evals, evecs) – the sorted eigenvalues and eigenvectors

Return type:

(n, ) ndarray, (k, n) ndarray