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Merged
merged 3 commits into from
Sep 1, 2020
Merged

Added numba as an argument #35778

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bbf3480
Added numba as an argument
erfannariman Aug 17, 2020
40c7fab
Merge branch 'master' into 35550-add-additional-numba-example
erfannariman Sep 1, 2020
c3a15ac
Add sphinx ref
erfannariman Sep 1, 2020
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3 changes: 3 additions & 0 deletions doc/source/user_guide/computation.rst
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Expand Up @@ -361,6 +361,9 @@ compute the mean absolute deviation on a rolling basis:
@savefig rolling_apply_ex.png
s.rolling(window=60).apply(mad, raw=True).plot(style='k')

Numba as an argument
~~~~~~~~~~~~~~~~~~~~

.. versionadded:: 1.0

Additionally, :meth:`~Rolling.apply` can leverage `Numba <https://numba.pydata.org/>`__
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8 changes: 8 additions & 0 deletions doc/source/user_guide/enhancingperf.rst
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Expand Up @@ -373,6 +373,14 @@ nicer interface by passing/returning pandas objects.

In this example, using Numba was faster than Cython.

Numba as an argument
~~~~~~~~~~~~~~~~~~~~

Additionally, we can leverage the power of `Numba <https://numba.pydata.org/>`__
by calling it as an argument in :meth:`~Rolling.apply`. See `Computation tools
<https://pandas.pydata.org/pandas-docs/stable/user_guide/computation.html#rolling-apply>`__
for an extensive example.

Vectorize
~~~~~~~~~

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