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PyLops -- A Linear-Operator Python Library for large scale optimization

Published in arXiv (Cornell University) • Jul 29, 2019
NobleIDNI4P59W63R09S79
Authors:
Matteo Ravasi
,
Ivan Vasconcelos

Abstract

Linear operators and optimisation are at the core of many algorithms used in signal and image processing, remote sensing, and inverse problems. For small to medium-scale problems, existing software packages (e.g., MATLAB, Python numpy and scipy) allow for explicitly building dense (or sparse) matric...

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