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Uniform Distribution


Uniform Distribution

Used to describe probability where every event has equal chances of occuring.

E.g. Generation of random numbers.

It has three parameters:

a - lower bound - default 0 .0.

b - 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)
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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

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