numpy.linspace() - ( Creating Arrays with NumPy )

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Syntax

numpy.linspace(start, stop, num=50, endpoint=True, retstep=False, dtype=None, axis=0)

Example

import numpy as np

# create an array of 10 values ranging from 0 to 1
a = np.linspace(0, 1, 10)
print(a)

Output

[0.         0.11111111 0.22222222 0.33333333 0.44444444 0.55555556
 0.66666667 0.77777778 0.88888889 1.        ]

Explanation

The numpy.linspace() function returns an array of evenly spaced numbers over a specified interval. The function takes in the arguments start, stop, and num. start is the starting value of the sequence, stop is the ending value of the sequence, and num is the number of evenly spaced values in the interval.

The function also takes in optional arguments such as endpoint, retstep, dtype, and axis.

Use

The numpy.linspace() function can be used to create an array of evenly spaced numbers over a specified interval. This function is commonly used in scientific and data analysis applications for generating sequences of numbers that can be used as inputs in mathematical equations, data visualization, or in other applications where evenly spaced numbers are required.

Important Points

• numpy.linspace() returns an array of evenly spaced numbers over a specified interval
• The function takes in the arguments start, stop, and num
• The function takes in optional arguments such as endpoint, retstep, dtype, and axis

Summary

In conclusion, the numpy.linspace() function is a useful tool for generating an array of evenly spaced numbers over a specified interval. It takes in several arguments that can be used to customize the output and is commonly used in scientific and data analysis applications for generating sequences of numbers that can be used as inputs in mathematical equations, data visualization, or in other applications where evenly spaced numbers are required.