Python math library | isclose() method

In Python math module, math.isclose() method is used to determine whether two floating point numbers are close in value. For using this function you must import math module.

Syntax: isclose(a, b, rel_tol = 1e-09, abs_tol 0.0)

Parameters:
rel_tol: maximum difference for being considered “close”, relative to the magnitude of the input values
abs_tol: maximum difference for being considered “close”, regardless of the magnitude of the input values

-> rel_tol and abs_tol can be changed by using keyword argument, or by simply providing directly as according to their positions in the parameter list.

Return Value : Return True if a is close in value to b, and False otherwise.

Note: For the values to be considered close, the difference between them must be smaller than at least one of the tolerances.

Code #1:

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# Importing Math module
import math
  
# printing whether two values are close or not
print(math.isclose(2.005, 2.005))
print(math.isclose(2.005, 2.004))
print(math.isclose(2.006, 2.005))

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Output:

True
False
False

 
Code #2:

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# Importing Math module
import math
  
# printing whether two values are close or not
print(math.isclose(2.005, 2.125, abs_tol = 0.25))
print(math.isclose(2.547, 2.0048, abs_tol = 0.5))
print(math.isclose(2.0214, 2.00214, abs_tol = 0.02))

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Output:

True
False
True

You can change absolute tolerance, as in above case absolute tolerance is different in all three cases.

Reference: Python math library



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