135 citations · 465 across the 11 of their papers we have counts for
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cs.LG2019★ 62 cited
TensorNetwork for Machine Learning
Stavros Efthymiou, Jack Hidary, Stefan Leichenauer
We demonstrate the use of tensor networks for image classification with the TensorNetwork open source library. We explain in detail the encoding of image data into a matrix product…
quant-ph2019★ 121 cited
NetKet: A Machine Learning Toolkit for Many-Body Quantum Systems
Giuseppe Carleo, Kenny Choo, Damian Hofmann +15
We introduce NetKet, a comprehensive open source framework for the study of many-body quantum systems using machine learning techniques. The framework is built around a general and…