Exemplo n.º 1
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 def test_randomized_svd(self):
     pod = POD('randomized_svd', save_memory=False).fit(snapshots)
     snapshots_ = pod.inverse_transform(pod.transform(snapshots))
     np.testing.assert_array_almost_equal(snapshots, snapshots_, decimal=4)
Exemplo n.º 2
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 def test_correlation_matrix(self):
     pod = POD('correlation_matrix').fit(snapshots)
     snapshots_ = pod.inverse_transform(pod.transform(snapshots))
     np.testing.assert_array_almost_equal(snapshots, snapshots_, decimal=3)
Exemplo n.º 3
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 def test_correlation_matirix_savemem(self):
     pod = POD('correlation_matrix', save_memory=True).fit(snapshots)
     snapshots_ = pod.inverse_transform(pod.transform(snapshots))
     np.testing.assert_array_almost_equal(snapshots, snapshots_, decimal=4)
Exemplo n.º 4
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 def test_numpysvd(self):
     pod = POD('svd').fit(snapshots)
     snapshots_ = pod.inverse_transform(pod.transform(snapshots))
     np.testing.assert_array_almost_equal(snapshots, snapshots_, decimal=4)