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Generative Modeling Even-Parity Dataset with MPS

Experiments with the even-parity bitstring data set, and learning this data (generative modeling) using matrix product state (MPS) tensor networks, also known as tensor trains (TT)

The algorithm and goal of this project is described in the companion paper

Modeling Sequences with Quantum States: A Look Under the Hood Tai-Danae Bradley, E. Miles Stoudenmire, John Terilla

https://arxiv.org/abs/1910.07425

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See the INSTALL file for instructions about how to compile the code

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Experiments learning the even-parity dataset with MPS (tensor trains)

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