# -*- coding: utf-8 -*-
"""
Generating multivariate normal classes

@author: Cannon
"""
import numpy as np
import matplotlib.pyplot as plt


x1=1.0
x2=3.5

y1=3.0
y2=-2.5

mean_1 = [x1,y1]
mean_2 = [x2,y2]

cov_1=[[1,0],[0,25]]
cov_2=[[2,1],[1,15]]

c1= np.random.multivariate_normal(mean_1,cov_1,100)
c2= np.random.multivariate_normal(mean_2,cov_2,200)

plt.plot(c1[:,0],c1[:,1],'ro')
plt.plot(c2[:,0],c2[:,1],'bo')

plt.show()