GPU Data Science with RAPIDS

Accelerate common data science workloads on GPUs

Here are some example notebooks that walk through using a GPU with RAPIDS, scaling to a cluster with Dask, then some runtime comparisons. To quickly run these notebooks in Saturn Cloud, create a “RAPIDS” project and notebooks will be automatically loaded into the project:

RAPIDS quickstart project


Use RAPIDS on a single GPU

Minimal changes required from familiar pandas and scikit-learn code

Use RAPIDS on a GPU cluster

Scale to larger data sizes with multiple GPUs