v1.3.1
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51
yoshi-seals1.3.1/Seals/eigen/eigen.py
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51
yoshi-seals1.3.1/Seals/eigen/eigen.py
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# Seals - Program made for educational intent, can be freely distributed
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# and can be used for economical intent. I will not take legal actions
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# unless my intelectual propperty, the code, is stolen or change without permission.
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# Copyright (C) 2020 VItor Hideyoshi Nakazone Batista
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# This program is free software; you can redistribute it and/or modify
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# it under the terms of the GNU General Public License version 2 as published by
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# the Free Software Foundation.
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# This program is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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# You should have received a copy of the GNU General Public License along
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# with this program; if not, write to the Free Software Foundation, Inc.,
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# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
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import numpy as np
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def eigen(a):
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k = 0
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l = np.ones((a.shape[0]))
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while (k < a.shape[0]):
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u = np.random.rand(a.shape[0],1)
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u = u/max(u.min(), u.max(), key=abs)
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ctrl = 0
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while (ctrl != l[k]):
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ctrl = l[k]
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u = a.dot(u)
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l[k] = max(u.min(), u.max(), key=abs)
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u = u/l[k]
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i = 0
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while (u[i] == 0):
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i += 1
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a = a - (1/u[i])*u*a[i]
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k += 1
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return l
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