Talk
in
Workshop: First Workshop on Quantum Tensor Networks in Machine Learning

Invited Talk 10: Getting Started with Tensor Networks

Glen Evenbly

2020 Talk
in
Workshop: First Workshop on Quantum Tensor Networks in Machine Learning

Abstract

I will provide an overview of the tensor network formalism and its applications, and discuss the key operations, such as tensor contractions, required for building tensor network algorithms. I will also demonstrate the TensorTrace graphical interface, a software tool which is designed to allow users to implement and code tensor network routines easily and effectively. Finally, the utility of tensor networks towards tasks in machine learning will be briefly discussed.

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