Where Tucker is used

In tech, Tucker and CP compress the large weight tensors inside neural networks, so models run on phones instead of servers.

In biotech, applied to data such as (genes × samples × conditions), they find structure ordinary PCA cannot reach — because PCA can only ever see two axes.

For real projects use tensorly, which implements both properly. The hand-rolled HOSVD here is for understanding, not for production.