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Ritchie Vink

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titleconferencedate
Polars GPU accelerationPyData NYC 20242024-11-06
Polars reaches 1.0 and now wires GPU acceleration with cuDF into the optimizer by inserting a GPU callback after the Polars IR, producing a hybrid CPU/GPU…
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Polars 1.0 and beyondPyData Amsterdam 20242024-09-18
Polars reaches the 1.0 milestone (July 1, 2024) and adds GPU acceleration (August) via collaboration with NVIDIA Rapids, keeping identical semantics and a…
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Keynote on Polars PluginsPyData Eindhoven 20232023-11-30
Polars is a Rust query engine that uses a persistent thread pool, work stealing and cache‑friendly Arrow buffers to do lazy, parallel execution and query…
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Polars; DataFrames in the multi-core eraPyData NYC 20232023-11-01
Polars is an OLAP DataFrame engine written in Rust that targets modern hardware with cache‑aware data structures, lazy evaluation and a work‑stealing thread…
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Build Facebook's Prophet in PyMC3PyData Amsterdam 20192019-05-10
Implements Facebook Prophet’s model inside PyMC3 reproducing the linear growth with 25 change points grid, vectorized dot‑product offsets and the seasonal…
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