Description

tensorD is a tensor decomposition library that is build upon the framework of Tensorflow. It provides basic decomposition methods such as Tucker decomposition and CANDECOMP/PARAFAC (CP) decomposition, as well as new decomposition methods developed recently, for example, Pairwise Interaction Tensor Decomposition.The features of tensorD are that its internal functions all use the interface provided by Tensorflow, and it can be embedded directly into your Tensorflow-based codes when needed.