Uniform Distribution
Uniform distribution is used to describe situations where all outcomes have an equal chance of occurring. It’s commonly used for generating random numbers.
Parameters:
low – Lower boundary of the distribution (default: 0.0)
high – Upper boundary of the distribution (default: 1.0)
size – Shape of the output array (defines the number of samples).
Program:
Generate a 2x3 sample from a uniform distribution:
from numpy import random
x = random.uniform(size=(2, 3))
print(x)
Output:
[[0.62114757 0.1096391 0.73659325]
[0.31405799 0.96172304 0.44268658]]
Visualization of Uniform Distribution
from numpy import random
import matplotlib.pyplot as plt
import seaborn as sns
sns.displot(random.uniform(size=1000), kind="kde")
plt.show()
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