Indentation fix

nmayorov · Apr 28, 2014 · 22d46a6 · 22d46a6
1 parent 06cf012
commit 22d46a6
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Showing 2 changed files with 4 additions and 4 deletions.
diff --git a/sklearn/neighbors/classification.py b/sklearn/neighbors/classification.py
@@ -153,7 +153,7 @@ def predict(self, X):
             bandwidth = neigh_dist[:, -1]
             neigh_dist, neigh_ind  = neigh_dist[:, :-1], neigh_ind[:, :-1]
             weights = _get_weights(neigh_dist, self.weights,
-								   bandwidth=bandwidth)
+                                   bandwidth=bandwidth)
         else:
             neigh_dist, neigh_ind = self.kneighbors(X)
             weights = _get_weights(neigh_dist, self.weights)
@@ -203,8 +203,8 @@ def predict_proba(self, X):
                 self.kneighbors(X, n_neighbors=self.n_neighbors + 1)
             bandwidth = neigh_dist[:, -1]
             neigh_dist, neigh_ind  = neigh_dist[:, :-1], neigh_ind[:, :-1]
-            weights = _get_weights(neigh_dist, self.weights,
-								   bandwidth=bandwidth)
+            weights = _get_weights(neigh_dist, self.weights, 
+                                   bandwidth=bandwidth)
         else:
             neigh_dist, neigh_ind = self.kneighbors(X)
             weights = _get_weights(neigh_dist, self.weights)

diff --git a/sklearn/neighbors/regression.py b/sklearn/neighbors/regression.py
@@ -151,7 +151,7 @@ def predict(self, X):
             bandwidth = neigh_dist[:, -1]
             neigh_dist, neigh_ind  = neigh_dist[:, :-1], neigh_ind[:, :-1]
             weights = _get_weights(neigh_dist, self.weights,
-								   bandwidth=bandwidth)
+                                   bandwidth=bandwidth)
         else:
             neigh_dist, neigh_ind = self.kneighbors(X)
             weights = _get_weights(neigh_dist, self.weights)