Python | Filter out integers from float numpy array

# Python code to demonstrate 
# filtering integers from numpy array
# containing integers and float

import numpy as np

# initialising array
ini_array = np.array([1.0, 1.2, 2.2, 2.0, 3.0, 2.0])

# printing initial array
print ("initial array : ", str(ini_array))

# filtering integers
result = ini_array[ini_array != ini_array.astype(int)]

# printing resultant
print ("final array", result)

# Python code to demonstrate 
# filtering integers from numpy array
# containing integers and float

import numpy as np

# initialising array
ini_array = np.array([1.0, 1.2, 2.2, 2.0, 3.0, 2.0])

# printing initial array
print ("initial array : ", str(ini_array))

# filtering integers
result = ini_array[~np.equal(np.mod(ini_array, 1), 0)]

# printing resultant
print ("final array : ", str(result))

# Python code to demonstrate 
# filtering integers from numpy array
# containing integers and float

import numpy as np

# initialising array
ini_array = np.array([1.0, 1.2, 2.2, 2.0, 3.0, 2.0])

# printing initial array
print ("initial array : ", str(ini_array))

# filtering integers
mask = np.isclose(ini_array, ini_array.astype(int))
result = ini_array[~mask]

# printing resultant
print ("final array : ", str(result))

import numpy as np

# initializing array
ini_array = np.array([1.0, 1.2, 2.2, 2.0, 3.0, 2.0])

# printing initial array
print("initial array : ", str(ini_array))

# filtering integers
mask = np.isreal(ini_array)
result = ini_array[mask]
result = result[result != np.round(result)]

# printing resultant
print("final array : ", str(result))
#This code is contributed by Edula Vinay Kumar Reddy