How to generate a random number between 0 and 1 in python ?

How to generate a random number between 0 and 1 in python ?

Daidalos April 14, 2020


Examples of how to generate a random number between 0 and 1 in python

Using function random.uniform()

To generate a random number between 0 and 1, there are several solutions for example using the random module with uniform():

>>> import random
>>> x = random.uniform(0,1)
>>> x
0.24773029475050623

Generate a list of random numbers between 0 and 1:

>>> list_rx = [random.uniform(0,1) for i in range(10000)]

and plot:

>>> import matplotlib.pyplot as plt
>>> plt.hist(list_rx,density=1)
(array([0.96310412, 0.95410315, 1.04511299, 1.05211375, 1.01811007,
       1.04211267, 0.98210618, 1.00010812, 0.97710564, 0.96710456]), array([7.53999199e-05, 1.00064589e-01, 2.00053777e-01, 3.00042966e-01,
   4.00032155e-01, 5.00021344e-01, 6.00010532e-01, 6.99999721e-01,
   7.99988910e-01, 8.99978098e-01, 9.99967287e-01]), <a list of 10 Patch objects>)
>>> plt.show()

How to generate a random number between 0 and 1 in python ?

Using numpy random.uniform

Another solution is to generate a matrix with random numbers between 0 and 1 using numpy:

>>> import numpy as np
>>> R = np.random.uniform(0,1,10)
>>> R.shape
(10,)
>>> R
array([0.78628896, 0.16248914, 0.01916588, 0.37004623, 0.94038203,
   0.68926777, 0.13643452, 0.62616651, 0.69852288, 0.27889004])

References

Links Site
Generate Random Float numbers in Python using random() and Uniform() functions pynative.com
numpy.random.uniform docs.scipy.org
Random number between 0 and 1 in python [duplicate] stackoverflow
random.choice() Examples pynative.com