Python中的 numpy.isinf()
numpy.isinf()函数按元素测试它是 +ve 还是 -ve 无穷大,或者是否将结果作为布尔数组返回。
Syntax: numpy.isinf(array [, out])
参数 :
array : [array_like]Input array or object whose
elements, we need to test for infinity
out : [ndarray, optional]Output array placed
with result. Its type is preserved and
it must be of the right shape to hold
the output.
返回 :
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.
代码 1:
Python
# Python Program illustrating
# numpy.isinf() method
import numpy as geek
print("Finite : ", geek.isinf(1), "\n")
print("Finite : ", geek.isinf(0), "\n")
# not a number
print("Finite : ", geek.isinf(geek.nan), "\n")
# infinity
print("Finite : ", geek.isinf(geek.inf), "\n")
print("Finite : ", geek.isinf(geek.NINF), "\n")
x = geek.array([-geek.inf, 0., geek.inf])
y = geek.array([2, 2, 2])
print("Checking for infinity : ", geek.isinf(x, y))
Python
# Python Program illustrating
# numpy.isinf() method
import numpy as geek
# Returns True/False value for each element
b = geek.arange(8).reshape(2, 4)
print("\n",b)
print("\nIs Infinity : \n", geek.isinf(b))
# geek.inf : Positive Infinity
# geek.NINF : negative Infinity
b = [[geek.inf],
[geek.NINF]]
print("\nIs Infinity : \n", geek.isinf(b))
输出 :
Finite : False
Finite : False
Finite : False
Finite : True
Finite : True
Checking for infinity : [1 0 1]
代码 2:
Python
# Python Program illustrating
# numpy.isinf() method
import numpy as geek
# Returns True/False value for each element
b = geek.arange(8).reshape(2, 4)
print("\n",b)
print("\nIs Infinity : \n", geek.isinf(b))
# geek.inf : Positive Infinity
# geek.NINF : negative Infinity
b = [[geek.inf],
[geek.NINF]]
print("\nIs Infinity : \n", geek.isinf(b))
输出 :
[[0 1 2 3]
[4 5 6 7]]
Is Infinity :
[[False False False False]
[False False False False]]
Is Infinity :
[[ True]
[ True]]
参考 :
https://docs.scipy.org/doc/numpy-dev/reference/generated/numpy.isinf.html#numpy.isinf