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TensorNetwork: A Library for Physics and Machine Learning

3 May 2019
Chase Roberts
A. Milsted
M. Ganahl
Adam Zalcman
Bruce Fontaine
Yijian Zou
Jack Hidary
G. Vidal
Stefan Leichenauer
    AI4CE
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Abstract

TensorNetwork is an open source library for implementing tensor network algorithms. Tensor networks are sparse data structures originally designed for simulating quantum many-body physics, but are currently also applied in a number of other research areas, including machine learning. We demonstrate the use of the API with applications both physics and machine learning, with details appearing in companion papers.

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