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Define labels as integers for vonMisesFisher #28

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Define labels as integers for vonMisesFisher #28

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7e9c449
Define labels as integers
glicerico Apr 30, 2020
63036f5
Define labels as integers somewhere else
glicerico May 1, 2020
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4 changes: 2 additions & 2 deletions spherecluster/von_mises_fisher_mixture.py
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Original file line number Diff line number Diff line change
Expand Up @@ -38,7 +38,7 @@ def _labels_inertia(X, centers):
n_examples, n_features = X.shape
n_clusters, n_features = centers.shape

labels = np.zeros((n_examples,))
labels = np.zeros((n_examples,), dtype=int)
inertia = np.zeros((n_examples,))

for ee in range(n_examples):
Expand Down Expand Up @@ -487,7 +487,7 @@ def _movMF(
break

# labels come for free via posterior
labels = np.zeros((n_examples,))
labels = np.zeros((n_examples,), dtype=int)
for ee in range(n_examples):
labels[ee] = np.argmax(posterior[:, ee])

Expand Down