cuDF pandas accelerator mode
OPEN BETA: ACCELERATING PANDAS
WITH ZERO CODE CHANGE
Zero Code Change Acceleration
Write your code with the full flexibility of pandas. Just load cudf.pandas to accelerate on the GPU, with automatic CPU fallback if needed.
One Code Path
Develop, test, and run in production with a single code path, regardless of hardware.
Third-Party Library Compatible
pandas accelerator mode is compatible with most third-party libraries that operate on pandas objects — it will even accelerate pandas operations within these libraries.
Accelerates the Entire pandas Ecosystem
Bringing the speed of cuDF to pandas users and the ecosystem built for them. With GPUs, you can keep using pandas as your data grows.