A Tensor Network

A powerful tool for representing and manipulating high-dimensional data by generalizing matrix product state (MPS) and tensor train (TT) decompositions.

A Tensor Network

Areas of application

  • Computer Vision
  • Machine Learning
  • Data Science
  • Materials Science
  • Quantum Computation

Example

Representing a 3D object using a tensor network decomposition to manipulate its shape and properties without having to store the entire object’s geometry.

Resources