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Showcase SVD and its application to image compression through constraining the number of singular values

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Singular Value Decomposition Using Python

The goal of this notebook is to learn how to compute Singular Value Decomposition (SVD) using python. We will skip basic python matrix operations and get straight into SVD, some example computations, and a few applications to image compressing.

Please see the Jupyter Notebook Above

Note: the image of Gilbert Strang is not mine

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Showcase SVD and its application to image compression through constraining the number of singular values

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