TensorLy (Python)

Work-in-progress

This page of the docs is still a work-in-progress. Check back later!

Translation table

Tensor Toolbox	This package
`cp_normalize(cp_tensor)`	`normalizecomps(cp_tensor)`

Noteworthy differences

`normalizecomps` v.s. `cp_normalize` in TensorLy

normalizecomps supports
- normalizing any subset of the weight vector and factor matrices,
- with respect to any $\ell_p$ norm, and
- distributing the excess weight into any subset of the weight vector and factor matrices.
normalizecomps comes in two varieties:
- normalizecomps! normalizes the CPD in-place.
- normalizecomps makes a new copy.

Ref: http://tensorly.org/stable/modules/generated/tensorly.cp_tensor.cp_normalize.html