PEP8

huhuigou · Jun 12, 2019 · 85422e8 · 85422e8
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commit 85422e8
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diff --git a/imblearn/base.py b/imblearn/base.py
@@ -4,8 +4,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 import warnings
 from abc import ABCMeta, abstractmethod
 

diff --git a/imblearn/combine/_smote_enn.py b/imblearn/combine/_smote_enn.py
@@ -4,8 +4,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 from sklearn.base import clone
 from sklearn.utils import check_X_y
 

diff --git a/imblearn/combine/_smote_tomek.py b/imblearn/combine/_smote_tomek.py
@@ -5,8 +5,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 from sklearn.base import clone
 from sklearn.utils import check_X_y
 

diff --git a/imblearn/metrics/_classification.py b/imblearn/metrics/_classification.py
@@ -12,8 +12,6 @@
 #          Dariusz Brzezinski
 # License: MIT
 
-from __future__ import division
-
 import warnings
 import functools
 

diff --git a/imblearn/metrics/tests/test_classification.py b/imblearn/metrics/tests/test_classification.py
@@ -4,8 +4,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 from functools import partial
 
 import numpy as np

diff --git a/imblearn/over_sampling/_adasyn.py b/imblearn/over_sampling/_adasyn.py
@@ -4,8 +4,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 import numpy as np
 from scipy import sparse
 

diff --git a/imblearn/over_sampling/_random_over_sampler.py b/imblearn/over_sampling/_random_over_sampler.py
@@ -3,7 +3,6 @@
 # Authors: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 #          Christos Aridas
 # License: MIT
-from __future__ import division
 
 from collections import Counter
 

diff --git a/imblearn/over_sampling/_smote.py b/imblearn/over_sampling/_smote.py
@@ -6,8 +6,6 @@
 #          Dzianis Dudnik
 # License: MIT
 
-from __future__ import division
-
 import math
 import types
 import warnings
@@ -1218,7 +1216,6 @@ def _validate_estimator(self):
             if self.kmeans_estimator_.n_clusters != 1 else -np.inf
         )
 
-
     def _find_cluster_sparsity(self, X):
         """Compute the cluster sparsity."""
         euclidean_distances = pairwise_distances(X, metric="euclidean",

diff --git a/imblearn/pipeline.py b/imblearn/pipeline.py
@@ -13,8 +13,6 @@
 #         Guillaume Lemaitre <g.lemaitre58@gmail.com>
 # License: BSD
 
-from __future__ import division
-
 from collections import defaultdict
 from itertools import islice
 

diff --git a/imblearn/tensorflow/_generator.py b/imblearn/tensorflow/_generator.py
@@ -1,7 +1,5 @@
 """Implement generators for ``tensorflow`` which will balance the data."""
 
-from __future__ import division
-
 from scipy.sparse import issparse
 
 from sklearn.base import clone

diff --git a/imblearn/tensorflow/tests/test_generator.py b/imblearn/tensorflow/tests/test_generator.py
@@ -1,5 +1,3 @@
-from __future__ import division
-
 import pytest
 import numpy as np
 from scipy import sparse

diff --git a/imblearn/under_sampling/_prototype_generation/_cluster_centroids.py b/imblearn/under_sampling/_prototype_generation/_cluster_centroids.py
@@ -6,8 +6,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 import numpy as np
 from scipy import sparse
 

diff --git a/imblearn/under_sampling/_prototype_selection/_condensed_nearest_neighbour.py b/imblearn/under_sampling/_prototype_selection/_condensed_nearest_neighbour.py
@@ -5,8 +5,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 from collections import Counter
 
 import numpy as np

diff --git a/imblearn/under_sampling/_prototype_selection/_edited_nearest_neighbours.py b/imblearn/under_sampling/_prototype_selection/_edited_nearest_neighbours.py
@@ -6,8 +6,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 from collections import Counter
 
 import numpy as np

diff --git a/imblearn/under_sampling/_prototype_selection/_instance_hardness_threshold.py b/imblearn/under_sampling/_prototype_selection/_instance_hardness_threshold.py
@@ -6,8 +6,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 from collections import Counter
 
 import numpy as np

diff --git a/imblearn/under_sampling/_prototype_selection/_nearmiss.py b/imblearn/under_sampling/_prototype_selection/_nearmiss.py
@@ -4,8 +4,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 import warnings
 from collections import Counter
 

diff --git a/imblearn/under_sampling/_prototype_selection/_neighbourhood_cleaning_rule.py b/imblearn/under_sampling/_prototype_selection/_neighbourhood_cleaning_rule.py
@@ -4,8 +4,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 from collections import Counter
 
 import numpy as np

diff --git a/imblearn/under_sampling/_prototype_selection/_one_sided_selection.py b/imblearn/under_sampling/_prototype_selection/_one_sided_selection.py
@@ -4,8 +4,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 from collections import Counter
 
 import numpy as np

diff --git a/imblearn/under_sampling/_prototype_selection/_random_under_sampler.py b/imblearn/under_sampling/_prototype_selection/_random_under_sampler.py
@@ -4,8 +4,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 import numpy as np
 
 from sklearn.utils import check_array

diff --git a/imblearn/under_sampling/_prototype_selection/_tomek_links.py b/imblearn/under_sampling/_prototype_selection/_tomek_links.py
@@ -5,8 +5,6 @@
 #          Christos Aridas
 # License: MIT
 
-from __future__ import division
-
 import numpy as np
 from sklearn.neighbors import NearestNeighbors
 from sklearn.utils import safe_indexing

diff --git a/imblearn/utils/_validation.py b/imblearn/utils/_validation.py
@@ -2,7 +2,6 @@
 
 # Authors: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 # License: MIT
-from __future__ import division
 
 import warnings
 from collections import OrderedDict

diff --git a/imblearn/utils/estimator_checks.py b/imblearn/utils/estimator_checks.py
@@ -4,8 +4,6 @@
 # Authors: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 # License: MIT
 
-from __future__ import division
-
 import sys
 import traceback