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Devin Petersohn

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We don't dataframe shame: A love letter to dataframesPyData Seattle 20252025-11-07
Claims a formal data frame model and an algebra that reduces pandas’ ~600 functions to 15 operators, shows how parallelism splits into row-wise and column-wise…
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Scaling Interactive Data Science with Modin and RayRay Summit 20212021-06-22
Modin runs as a drop-in replacement for pandas with native Ray and Dask execution and a plugin to hand work to external engines like OmniSci via Apache…
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Data Scientists are More Valuable than Hardware: The Design of ModinRay Summit 20202020-09-30
Claim: data scientists are more valuable than hardware, so Modin makes pandas code run at cluster scale without rewriting. Modin is a drop-in pandas…
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Learning to Scale Data Science, Machine Learning, and Pandas with Ray and ModinPyData Los Angeles 20182018-10-17
A unified runtime called Ray actually runs Ray remote tasks and actors with a bottom-up scheduler, per-node object store, Redis-backed global control store…
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Scaling Interactive Pandas Workflows with ModinPyData NYC 20182018-10-11
Modin is a drop-in middle layer for pandas that speeds up interactive workflows by changing one import import modin.pandas as pd and running on Ray with block…
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