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numpy.maximum () in Python

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It compares the two arrays and returns a new array containing the element-wise maximums. If one of the compared elements is NaN, then that element is returned. If both elements are NaN, then the first is returned.

Syntax: numpy.maximum (arr1, arr2, /, out = None, *, where = True, casting = ’same_kind’, order = ’K’, dtype = None, ufunc ’maximum’)

Parameters:
arr1: [ array_like] Input array.
arr2: [array_like] Input array.
out: [ndarray, optional] A location into which the result is stored .
 -" If provided, it must have a shape that the inputs broadcast to.
 -" If not provided or None, a freshly-allocated array is returned.
** kwargs: allows you to pass keyword variable length of argument to a function. It is used when we want to handle named argument in a function.
where: [array_like, optional] True value means to calculate the universal functions (ufunc) at that position, False value means to leave the value in the output alone.

Return: [ndarray or scalar] Result.
The maximum of arr1 and arr2, element-wise. This is a scalar if both arr1 and arr2 are scalars.

Code # 1: Work

# Python program explaining
# maximum () function

  

import numpy as geek

in_num1 = 10

in_num2 = 21

 

print ( "Input number1:" , in_num1)

print ( "Input number2:" , in_num2) 

  

out_num = geek.maximum (in_num1, in_num2) 

print ( "maximum of 10 and 21:" , out_num) 

Output:

 Input number1: 10 Input number2: 21 maximum of 10 and 21: 21 

Code # 2:

# Python program explaining
# maximum () function

  

import numpy as geek

 

in_arr1 = [ 2 , 8 , 125 ]

in_arr2 = [ 3 , 3 , 15 ]

 

print ( "Input array1:" , in_arr1) 

print ( " Input array2: " , in_arr2)

  

out_arr = geek. maximum (in_arr1, in_arr2) 

print ( "Output array after selecting maximum:" , out_arr) 

Output:

 Input array1: [2, 8, 125] Input array2: [3, 3, 15] Output array after selecting maximum: [3 8 125] 

Code # 3:

# Python program explaining
# maximum () function

 

import numpy as geek

 

in_arr1 = [geek.nan, 0 , geek .nan]

in_arr2 = [geek .nan, geek.nan, 0 ]

 

print ( " Input array1: " , in_arr1) 

print ( "Input array2:" , in_arr2)

 

out_arr = geek. maximum (in_arr1, in_arr2) 

print ( "Output array after selecting maximum:" , out_arr) 

Output:

 Input array1: [nan, 0, nan] Input array2: [nan, nan, 0] Output array after selecting maximum: [nan nan nan] 

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