The wrong way to speed up your code with Numba
If your NumPy-based code is too slow, you can sometimes use Numba to speed it up. Numba is a compiled language that uses the same syntax as Python, and it compiles at runtime, so it’s very easy to write. And because it re-implements a large part of the NumPy APIs, it can also easily be used with existing NumPy-based code. However, Numba’s NumPy support can be a trap: it can lead you to missing huge optimization opportunities by sticking to […]
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