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numpy.fmax() in Python

Last Updated : 28 Nov, 2018
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numpy.fmax() function is used to compute element-wise maximum of array elements. This function compare two arrays and returns a new array containing the element-wise maxima. If one of the elements being compared is a NaN, then the non-nan element is returned. If both elements are NaNs then the first is returned.
Syntax : numpy.fmax(arr1, arr2, /, out=None, *, where=True, casting='same_kind', order='K', dtype=None, ufunc ‘fmax’) Parameters : arr1 : [array_like] The array holding the elements to be compared. arr2 : [array_like] The array holding the elements to be compared. 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 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] The maximum of arr1 and arr2, element-wise. Returns scalar if both arr1 and arr2 are scalars.
Code #1 : Working Python
# Python program explaining
# fmax() function

import numpy as geek
in_num1 = 10
in_num2 = 11

print ("Input  number1 : ", in_num1)
print ("Input  number2 : ", in_num2) 
  
out_num = geek.fmax(in_num1, in_num2) 
print ("maximum of 10 and 11 : ", out_num) 
Output :
Input  number1 :  10
Input  number2 :  11
maximum of 10 and 11 :  11
  Code #2 : Python
# Python program explaining
# fmax() function

import numpy as geek

in_arr1 = [2, 8, 125, geek.nan]
in_arr2 = [geek.nan, 3, 115, geek.nan]
 
print ("Input array1 : ", in_arr1) 
print ("Input array2 : ", in_arr2)
  
out_arr = geek.fmax(in_arr1, in_arr2) 
print ("Output array : ", out_arr) 
Output :
Input array1 :  [2, 8, 125, nan]
Input array2 :  [nan, 3, 115, nan]
Output array :  [   2.    8.  125.   nan]
  Code #3 : Python
# Python program explaining
# fmax() function

import numpy as geek

in_arr1 = [2, 8, 125]
in_arr2 = [3, 3, 115]
 
 
print ("Input array1 : ", in_arr1) 
print ("Input array2 : ", in_arr2)
  
out_arr = geek.fmax(in_arr1, in_arr2) 
print ("Output array: ", out_arr) 
Output :
Input array1 :  [2, 8, 125]
Input array2 :  [3, 3, 115]
Output array:  [  3   8 125]

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