TSVDCompression¶

class mrinversion.linear_model.TSVDCompression(K, s, r=None)[source]¶

Bases: object

SVD compression.

Parameters

K – The kernel.
s – The data.
r – The number of singular values used in data compression.

truncation_index¶

The number of singular values retained.

Type: int

compressed_K¶

The compressed kernel.

Type: ndarray

compressed_s¶

The compressed data.

Type: ndarray of CSDM object