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Return the element-wise remainder of division with fmod() operation in Numpy
To return the element-wise remainder of division, use the numpy.fmod() method in Python Numpy. For fmod, the sign of result is the sign of the dividend. The fmod() function is equivalent to the Matlab(TM) rem function. Here, the 1st parameter is the Dividend array. The 2nd parameter is the Divisor array.
This is the NumPy implementation of the C library function fmod, the remainder has the same sign as the dividend x1. It is equivalent to the Matlab(TM) rem function and should not be confused with the Python modulus operator x1 % x2.
The condition is broadcast over the input. At locations where the condition is True, the out array will be set to the ufunc result. Elsewhere, the out array will retain its original value. Note that if an uninitialized out array is created via the default out=None, locations within it where the condition is False will remain uninitialized.
Steps
At first, import the required library −
import numpy as np
Create an array. This is the dividend array −
arr = np.array([-5, 9, 14, -22, 76, 81, 91])
Display the array −
print("Array...
", arr)Get the type of the array −
print("
Our Array type...
", arr.dtype)
Get the dimensions of the Array −
print("
Our Array Dimension...
",arr.ndim)Get the shape of the Array −
print("
Our Array Shape...
",arr.shape)
Divisor array −
divisor = np.array([3, 7, 3, 3, 2, 7, 7])
To return the element-wise remainder of division, use the numpy.fmod() method in Python Numpy. For fmod, the sign of result is the sign of the dividend. The fmod function is equivalent to the Matlab(TM) rem function. Here, the 1st parameter is the Dividend array. The 2nd parameter is theDivisor array −
print("
Result...
",np.fmod(arr, divisor))
Example
import numpy as np
# Create an array
# This is the dividend array
arr = np.array([-5, 9, 14, -22, 76, 81, 91])
# Display the array
print("Array...
", arr)
# Get the type of the array
print("
Our Array type...
", arr.dtype)
# Get the dimensions of the Array
print("
Our Array Dimension...
",arr.ndim)
# Get the shape of the Array
print("
Our Array Shape...
",arr.shape)
# Divisor array
divisor = np.array([3, 7, 3, 3, 2, 7, 7])
# To return the element-wise remainder of division, use the numpy.fmod() method in Python Numpy
# For fmod, the sign of result is the sign of the dividend
# The fmod function is equivalent to the Matlab(TM) rem function.
# Here, the 1st parameter is the Dividend array
# The 2nd parameter is the Divisor array
print("
Result...
",np.fmod(arr, divisor))Output
Array... [ -5 9 14 -22 76 81 91] Our Array type... int64 Our Array Dimension... 1 Our Array Shape... (7,) Result... [-2 2 2 -1 0 4 0]
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