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accelerated-computing-cudf

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Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.

When to use

• GPU DataFrames
• pandas acceleration
• dask-cuDF
• ETL
• joins
• groupby
• CSV/Parquet I/O
• multi-GPU DataFrame workloads

When not to use

• CPU-only libraries
• display
• final output boundaries

Skill page

Source