Introduction

TensorD: A Tensor Decomposition Library in Tensorflow

TensorD is a tensor decomposition library built on 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. Except these utilities, other features of TensorD} include that its internal functions all use the interface provided by Tensorflow, and it can be embedded directly into Tensorflow-based codes when needed.