no code implementations • 23 Feb 2021 • Justin Reyes, Sayandip Dhara, Eduardo R. Mucciolo
Matrix product states (MPS) have traditionally been the "go-to" models for these systems because calculating expectation values in this representation can be done with relative simplicity and high accuracy.
no code implementations • 22 Jan 2020 • Justin Reyes, Miles Stoudenmire
We present an algorithm for supervised learning using tensor networks, employing a step of preprocessing the data by coarse-graining through a sequence of wavelet transformations.