How to generate random values from the exponential distribution?

by | Apr 11, 2023 | AI, Machine Learning and Deep Learning, Statistics For Machine Learning

Generate Random Values From Exponential Distribution

We can use the following Python code to generate n random numbers from the exponential distribution.

from scipy.stats import expon

numbers = expon.rvs(size=10, loc=1, scale=2)
print(numbers)

Here, we are generating 10 random numbers from the exponential distribution. The loc argument specifies the mean, and the scale argument specifies the standard deviation of the exponential distribution.

The output of the above program will be like the following:

[2.19312404 2.00117232 1.25731191 2.67514769 7.36678437 3.99963501
 1.07160847 1.7146354  1.84112514 1.95987579]
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Amrita Mitra

Author

Ms. Amrita Mitra is an author, who has authored the books “Cryptography And Public Key Infrastructure“, “Web Application Vulnerabilities And Prevention“, “A Guide To Cyber Security” and “Phishing: Detection, Analysis And Prevention“. She is also the founder of Asigosec Technologies, the company that owns The Security Buddy.

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