PEP 257 compliant #195

Author: dpuenteramirez

instance_selection/_CNN.py

@@ -12,6 +12,7 @@
 
 
 class CNN:
+
     """
     Hart, P. (1968). The condensed nearest neighbor rule (corresp.). IEEE
     transactions on information theory, 14(3), 515-516.

instance_selection/_DROP3.py

@@ -16,6 +16,7 @@
 
 
 class DROP3:
+
     """
     Wilson, D. R., & Martinez, T. R. (2000). Reduction techniques for
     instance-based learning algorithms. Machine learning, 38(3), 257-286.

instance_selection/_ENN.py

@@ -13,6 +13,7 @@
 
 
 class ENN:
+
     """
     Wilson, D. L. (1972). Asymptotic properties of nearest neighbor rules
     using edited data. IEEE Transactions on Systems, Man, and

instance_selection/_RNN.py

@@ -15,6 +15,7 @@
 
 
 class RNN:
+
     """
     Gates, G. (1972). The reduced nearest neighbor rule (corresp.).
     IEEE transactions on information theory, 18(3), 431-433.

instance_selection/utils/_transformer.py

@@ -3,6 +3,8 @@
 
 def transform(samples, y):
     """
+    Transform pandas DataFrame to Sklearn Bunch
+
     It takes a pandas dataframe and a pandas series, converts them to numpy
     arrays, and returns a Bunch object with the data and target attributes
     set to the numpy arrays