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Spike model rebuild in Python/polars #230

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dfsnow opened this issue Apr 16, 2024 · 0 comments
Open

Spike model rebuild in Python/polars #230

dfsnow opened this issue Apr 16, 2024 · 0 comments

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@dfsnow
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dfsnow commented Apr 16, 2024

Just for fun: if there's any free time during the summer we should do a quick (day or two) spike of a model pipeline rewrite using a Python stack. I imagine this would probably use:

  • pyathena for the ingest
  • polars for the data munging
  • scikit for the ML logic
  • optuna for CV
  • xgboost + CUDA for the modeling
@dfsnow dfsnow self-assigned this Apr 16, 2024
@dfsnow dfsnow removed their assignment Dec 6, 2024
@dfsnow dfsnow mentioned this issue Dec 22, 2024
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