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cuDF User Guide
cudf.pandas
Polars GPU engine
pylibcudf documentation
libcudf documentation
Developer Guide

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cudf

cucim cudf-java cudf cugraph cuml cuvs dask-cuda dask-cudf kvikio libcudf libcuml libkvikio librapidsmpf libucxx nvforest raft rapids-cmake rapidsmpf rmm ucxx

stable (26.06)

nightly (26.08)stable (26.06)legacy (26.04)

cuDF User Guide
cudf.pandas
Polars GPU engine
pylibcudf documentation
libcudf documentation
Developer Guide

GitHub
Twitter

Section Navigation

API reference
10 Minutes to cuDF and Dask cuDF
Comparison of cuDF and Pandas
Supported Data Types
Input / Output
- Input / Output
- Working with JSON data
Working with missing data
GroupBy
Overview of User Defined Functions with cuDF
Interoperability between cuDF and CuPy
Options
Performance comparisons
- Performance comparison
Pandas Compatibility Notes
Copy-on-write
Memory Profiling
Breaking changes for pandas 2 in cuDF 24.04+

cuDF User Guide
API reference
GroupBy
cudf.core.groupby.SeriesGroupBy.groups

cudf.core.groupby.SeriesGroupBy.groups#

property SeriesGroupBy.groups#: Returns a dictionary mapping group keys to row labels.

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