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Text lesson

Uniform Distribution

Uniform distribution describes probabilities where all events have an equal chance of occurring, such as in random number generation.

It has three parameters:

a: Lower bound (default 0.0).
b: Upper bound (default 1.0).
size: Shape of the resulting array.

Example

Generate a 2×3 sample from a uniform distribution:

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