Algorithms
Tensor Decomposition Algorithms
Module for various algorithms of tensor decompositions
CPD
|
Canonical Polyadic Decomposition. |
RandomisedCPD
|
Randomised Canonical Polyadic Decomposition. |
Parafac2
|
Computes PARAFAC2 for tensors of order three with respect to a specified rank . |
HOSVD
|
Higher Order Singular Value Decomposition. |
HOOI
|
Higher Order Orthogonal Iteration Decomposition. |
TTSVD
|
Tensor Train Decomposition. |
Data Fusion Algorithms
This module contains methods for data fusion
CMTF
|
Coupled Matrix and Tensor factorization for two Tensors of order n and 2 with respect to a specified rank. |
Multi-linear Classification Algorithms
This module contains various models for classification
LSSTM
|
Least Squares Support Tensor Machine (LS-STM) for binary classification. |
TelVI
|
Tensor Ensemble Learning: Vectors Independently (TelVI) |
TelVAC
|
Methods
|