code: def get_low_rank_matrix(K):
      """Produce the matrix from the LRdec object.
  
      Parameters
      ----------
      K : LRdec type object
  
      Returns
      -------
      2D np.ndarray the matrix K.U x K.V.T modelled by the LRdec object
      """
      return np.inner(K.U, K.V)
  
imports: import collections
  from functools import partial
  import numpy
  from scipy.sparse.linalg import svds
  from sklearn.base import BaseEstimator, TransformerMixin
  from sktime.dists_kernels.base import BasePairwiseTransformerPanel
label_desc: Use image node_id 19 for calling a global function with example usage: get_low_rank_matrix(K) and returns: np