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Speed up predict_df (#437)

*Issue #, if available:*

*Description of changes:*
- Remove for-loop with numpy operations + single pd.DataFrame
construction


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Oleksandr Shchur committed
c50fed93df60669770ba2770141172277ff13840
Parent: efb86e0
Committed by GitHub <noreply@github.com> on 12/17/2025, 12:44:43 PM