+ +

Source code for pyFTS.partitioners.Singleton

+"""Even Length Grid Partitioner"""
+
+import numpy as np
+import math
+import random as rnd
+import functools, operator
+from pyFTS.common import FuzzySet, Membership
+from pyFTS.partitioners import partitioner
+
+
+
[docs]class SingletonPartitioner(partitioner.Partitioner):
+    """Singleton Partitioner"""
+
+    def __init__(self, **kwargs):
+        """
+        Singleton Partitioner
+        """
+        super(SingletonPartitioner, self).__init__(name="Singleton", **kwargs)
+
+
[docs]    def build(self, data):
+        sets = {}
+
+        for count, instance in enumerate(data):
+            _name = self.get_name(count)
+            sets[_name] = FuzzySet.FuzzySet(_name, Membership.singleton, [instance], instance)
+
+        kwargs = {'type': self.type, 'variable': self.variable}
+
+        return sets

+
+ +