combust / combust/mleap

MLeap's value for sklearn

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Description

MLeap solves the single-request low latency prediction problem for Spark pipeline. Quick test shows sklearn native pipeline.predict has pretty good latency < 3ms(sure it depends on the number of transforms). So why would people want to migrate the existing sklearn online prediction to MLeap? Thanks.

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