Originally published at: RAPIDS 24.12 Introduces cuDF on PyPI, CUDA Unified Memory for Polars, and Faster GNNs | NVIDIA Technical Blog
RAPIDS 24.12 introduces cuDF packages to PyPI, speeds up groupby aggregations and reading files from AWS S3, enables larger-than-GPU memory queries in the Polars GPU engine, and faster graph neural network (GNN) training on real-world graphs. cuDF and RMM CUDA 12 packages are now available on PyPI Starting with the 24.12 release of RAPIDS, CUDA…