[Python] How to avoid incorrect rounding with numpy.round?

I'm working with floating point numbers. If I do:

import numpy as np
np.round(100.045, 2)


I get:

Out[15]: 100.04


Obviously, this should be 100.05. I know about the existence of IEEE 754 and that the way that floating point numbers are stored is the cause of this rounding error.

My question is: how can I avoid this error?

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