Welcome to cuDF’s documentation!

Contents:

• cuDF API Reference
  • DataFrame
  • Series
  • Strings
  • General Functions
  • Index
  • RangeIndex
  • GenericIndex
  • MultiIndex
  • Int8Index
  • Int16Index
  • Int32Index
  • Int64Index
  • UInt8Index
  • UInt16Index
  • UInt32Index
  • UInt64Index
  • Float32Index
  • Float64Index
  • CategoricalIndex
  • StringIndex
  • DatetimeIndex
  • TimedeltaIndex
  • Categories
  • GroupBy
  • General utility functions
  • Timedelta Properties
  • Datetime Properties
  • IO
  • Extending cuDF
  • GpuArrowReader
• 10 Minutes to cuDF and Dask-cuDF
  • What are these Libraries?
  • When to use cuDF and Dask-cuDF
  • Persisting Data
  • Wait
• Basics
  • Supported Dtypes
• Multi-GPU with Dask-cuDF
  • What works
  • Developing the API
  • Navigating the API
• 10 Minutes to cuDF and CuPy
  • Converting a cuDF DataFrame to a CuPy Array
  • Converting a cuDF Series to a CuPy Array
  • Converting a CuPy Array to a cuDF DataFrame
  • Converting a CuPy Array to a cuDF Series
  • Interweaving CuDF and CuPy for Smooth PyData Workflows
  • Converting a cuDF DataFrame to a CuPy Sparse Matrix
• Overview of User Defined Functions with cuDF
  • Overview
  • Series UDFs
  • DataFrame UDFs
  • Rolling Window UDFs
  • GroupBy DataFrame UDFs
  • Numba Kernels on CuPy Arrays
  • Null Handling in UDFs
  • Operating on Null Values
  • Summary
• cuDF internals
  • Column
  • Buffer
  • ColumnAccessor

Indices and tables

• Index

• Module Index

• Search Page