for testing and deploying your application
for finding and fixing issues
for empowering human code reviews
import random;
class random_center_initializer:
def __init__(self, data, amount_centers):
self.__data = data;
self.__amount = amount_centers;
def initialize(self):
return [ self.__create_center() for _ in range(len(self.__amount)) ];
def __create_center(self):
return [ random.random() for _ in range(len(self.__data[0])) ];
class kmeans_plusplus_initializer:
"""
kmeans++ method for center initialization;
return None;
annoviko /
pyclustering
