[SOLVED] Machine Learning - Python script that calculates approximations of an image

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Python script that calculates approximations of an image using Singular Value Decomposition. The input image is available at https://drive.google.com/file/d/13N5bDwcZc40myJc-usx7H1c9CdNyuFcl/view?usp=sharing

1) The image should be read in greyscale (see e.g.
https://matplotlib.org/3.3.1/api/_as_gen/matplotlib.pyplot.imread.html)
2) For singular value decomposition, see https://numpy.org/doc/stable/reference/generated/numpy.linalg.svd.html
Submit the following files:
1) Source code written in Python (.py or .ipynb)
2) Doc or pdf file with image approximations constructed using k = 1,5,10,20,40 singular values

  • MachineLearning_Homework1-escxlx.zip