#!/usr/bin/env python
# coding: utf-8

# ####Let's learn the Beta distribution!

# The beta distribution is a continuous distribution which can take values between 0 and 1. This distribution is parameterized by 
# two shape parameters α and β.

# In[ ]:


import numpy as np
import matplotlib.pyplot as plt

import seaborn as sns

from scipy import stats

a = 0.5
b = 0.5
x = np.arange(0.01,1,0.01)
y = stats.beta.pdf(x,a,b)
plt.plot(x,y)
plt.title('Beta: a=%.1f,b=%.1f' %(a,b))

plt.xlabel('x')
plt.ylabel('Probability density')
plt.show()


# In[ ]: