Python Programming Learning Circle

Aug 9, 2024 · Big Data

Introduction to cuDF: GPU‑Accelerated DataFrames and Dask Integration

This article introduces cuDF, a Python GPU DataFrame library with a pandas‑like API, compares it to pandas, explains when to use cuDF versus Dask‑cuDF for single‑GPU or multi‑GPU workloads, and provides practical code examples for common data operations.