#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Sun Apr 21 02:43:24 2019 @author: maachou """ from sklearn.datasets.samples_generator import make_blobs import matplotlib.pyplot as plt from GMM import GMM mix=GMM(K=6) X,Y = make_blobs(cluster_std=0.5,random_state=20,n_samples=100,centers=6) plt.scatter(X[:,0],X[:,1]) print(X.shape) mix.fit(X) mix.Means() Y=mix.predict(X) plt.scatter(X[:,0],X[:,1],c=Y)
