Uniform Distribution
Used to describe probability where every event has equal chances of occurring.
E.g. Generation of random numbers.
It has three parameters:
- low- lower bound - default 0.0
- high- upper bound - default 1.0
- size- The shape of the returned array.
Example
Create a 2x3 uniform distribution sample:
from numpy import random
x = random.uniform(size=(2, 3))
print(x)Visualization of Uniform Distribution
Example
from numpy import random
import matplotlib.pyplot as plt
import seaborn as sns
sns.distplot(random.uniform(size=1000), hist=False)
plt.show()Result:
