Spark Policy Toolkit supplies semantic contracts plus mapInPandas/mapInArrow inference and executor-side split search so policy learning remains correct and fast on Spark clusters up to tens of millions of rows.
mlf-core: a framework for deterministic machine learning.Bioinfor- matics, 39(4):btad164
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Spark Policy Toolkit: Semantic Contracts and Scalable Execution for Policy Learning in Spark
Spark Policy Toolkit supplies semantic contracts plus mapInPandas/mapInArrow inference and executor-side split search so policy learning remains correct and fast on Spark clusters up to tens of millions of rows.