This post covers numpy.isclose(), the standard function for comparing floating-point values in Python. Why not use ==? Floating-Point Inaccuracy: Computers cannot represent most decimal fractions exactly in binary, leading to small precision errors. A direct comparison with == will often fail when numbers are mathematically equal but have tiny representational differences. The Solution: numpy.isclose() circumvents […]