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Add possibility to choose the order of the returned numpy array in Somoclu.get_bmus() #146

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Oct 27, 2019
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Add possibility to choose the order of the returned numpy array in Somoclu.get_bmus() #146

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5 changes: 3 additions & 2 deletions src/Python/somoclu/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -588,7 +588,8 @@ def get_bmus(self, activation_map, order='F'):
:param activation_map: Activation map computed with self.get_surface_state()
:type activation_map: 2D numpy.array

:param order: order of returned numpy array, 'F' or 'C'
:param order: order of returned numpy array, 'F' for column-major
(Fortran-style) or 'C' for row-major (C-style).

:returns: The bmus indexes corresponding to this activation map
(same as self.bmus for the training samples).
Expand All @@ -600,7 +601,7 @@ def get_bmus(self, activation_map, order='F'):
if order == 'F':
return np.vstack((X, Y)).T
elif order == 'C':
return np.vstack((X, Y))
return np.vstack((Y, X)).T

def view_similarity_matrix(self, data=None, labels=None, figsize=None,
filename=None):
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