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dgolovin-dev authored Mar 15, 2022
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Expand Up @@ -405,12 +405,12 @@ and it will work with pure python as well.
It simplifies the development a lot, so I prefer to use numba instead of cython.

## Calculate EMA - conclusions
- numpy with slices are considerably fast for most cases
- numpy with slices is fast enough for most cases
- work directly with numpy and bypass xarray and pandas
- you can compile your code with cython or numba
to work directly with underlying C-arrays in RAM
- cython is not python and it is more tricky than numba.
But numba requires additional time(often small) for JIT compilation.
Numba requires additional time(often small) for JIT compilation.

# [[Author]](/)

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