numpy.isneginf() in Python (original) (raw)

Last Updated : 08 Mar, 2024

The numpy.isneginf() function tests element-wise whether it is negative infinity or not, and returns the result as a boolean array.
Syntax :

numpy.isneginf(array, y = None)

Parameters :

array : [array_like]Input array or object whose elements, we need to test for infinity. y : [array_like]A boolean array with the same shape and type as x to store the result.

Return :

boolean array containing the result. For scalar input, the result is a new boolean with value True if the input is positive or negative infinity; otherwise the value is False. For array input, the result is a boolean array with the same shape as the input and the values are True where the corresponding element of the input is positive or negative infinity; elsewhere the values are False.

Code 1 :

Python `

Python Program illustrating

numpy.isneginf() method

import numpy as geek

print("Negative : ", geek.isneginf(1), "\n")

print("Negative : ", geek.isneginf(0), "\n")

not a number

print("Negative : ", geek.isneginf(geek.nan), "\n")

infinity

print("Negative : ", geek.isneginf(geek.inf), "\n")

print("Negative : ", geek.isneginf(geek.NINF), "\n")

x = geek.array([-geek.inf, 0., geek.inf]) y = geek.array([2, 2, 2]) print("Checking for negativity : ", geek.isneginf(x, y))

Output :

Negative : False

Negative : True

Checking for negativity : [1 0 0]

Code 2 :

Python `

Python Program illustrating

numpy.isneginf() method

import numpy as geek

Returns True/False value for each element

b = geek.arange(18).reshape(3, 6)

print("\n",b) print("\nIs Negative Infinity : \n", geek.isneginf(b))

geek.inf : Positive Infinity

geek.NINF : negative Infinity

b = [[geek.inf], [geek.NINF]] print("\nIs Negative Infinity : \n", geek.isneginf(b))

Output :

[[ 0 1 2 3 4 5] [ 6 7 8 9 10 11] [12 13 14 15 16 17]]

Is Negative Infinity : [[False False False False False False] [False False False False False False] [False False False False False False]]

Is Negative Infinity : [[False] [ True]]

Note :
These codes won't run on online IDE's. So please, run them on your systems to explore the working.
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