In [1]:

    

import numpy as np


    

In [2]:

    

a = np.array([0, 1, 2])
b = np.array([2, 0, 6])


    

In [3]:

    

print(np.minimum(a, b))


    

    




[0 0 2]

In [4]:

    

print(np.fmin(a, b))


    

    




[0 0 2]

In [5]:

    

a_2d = np.arange(6).reshape(2, 3)
print(a_2d)


    

    




[[0 1 2]
 [3 4 5]]

In [6]:

    

print(np.minimum(a_2d, b))


    

    




[[0 0 2]
 [2 0 5]]

In [7]:

    

print(np.fmin(a_2d, b))


    

    




[[0 0 2]
 [2 0 5]]

In [8]:

    

print(np.minimum(a_2d, 2))


    

    




[[0 1 2]
 [2 2 2]]

In [9]:

    

print(np.fmin(a_2d, 2))


    

    




[[0 1 2]
 [2 2 2]]

In [10]:

    

print(np.minimum([np.nan, np.nan], [np.inf, 0]))


    

    




[nan nan]

In [11]:

    

print(np.fmin([np.nan, np.nan], [np.inf, 0]))


    

    




[inf  0.]