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python/pivoted_cholesky.py

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from matplotlib import pyplot as plt
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from scipy import special as sp
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"""
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Tests for pivoted Cholesky factorisation in
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Harbrecht, H., Peters, M. and Schneider, R., 2012:
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On the low-rank approximation by the pivoted Cholesky decomposition
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Applied numerical mathematics, 62(4), pp.428-440
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"""
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def create_1d_matrix(Lambda, n):
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"""Construct 1d discretisation of the following linear operator:

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