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School escort model runtime #822

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dhensle opened this issue Feb 27, 2024 · 0 comments
Open
3 tasks

School escort model runtime #822

dhensle opened this issue Feb 27, 2024 · 0 comments
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Performance Changes that improve performance

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@dhensle
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dhensle commented Feb 27, 2024

School escorting model has a long tail when running with larger samples:

Image

Doing a pyinstrument trace shows

Image

Which shows the following functions need to be optimized:

All of these functions are called from a pd.DataFrame.apply() method.

@dhensle dhensle added the Performance Changes that improve performance label Feb 27, 2024
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