Posts by Nick Becker
Data Science
Dec 19, 2024
RAPIDS 24.12 Introduces cuDF on PyPI, CUDA Unified Memory for Polars, and Faster GNNs
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...
8 MIN READ
Data Science
Dec 12, 2024
Harnessing GPU Acceleration for Multi-Label Classification with RAPIDS cuML
Modern classification workflows often require classifying individual records and data points into multiple categories instead of just assigning a single label....
4 MIN READ
Data Science
Nov 14, 2024
Faster Causal Inference on Large Datasets with NVIDIA RAPIDS
As consumer applications generate more data than ever before, enterprises are turning to causal inference methods for observational data to help shed light on...
4 MIN READ
Data Science
Nov 13, 2024
NVIDIA RAPIDS 24.10 Introduces Accelerated NetworkX with Zero Code Change, Updates for UMAP and cuDF-Pandas
The RAPIDS v24.10 release takes another step forward in bringing accelerated computing to data scientists and developers with a seamless user experience. This...
8 MIN READ
Data Science
Oct 31, 2024
Even Faster and More Scalable UMAP on the GPU with RAPIDS cuML
UMAP is a popular dimension reduction algorithm used in fields like bioinformatics, NLP topic modeling, and ML preprocessing. It works by creating a k-nearest...
12 MIN READ
Data Science
Oct 08, 2024
NVIDIA CUDA-X Now Accelerates the Polars Data Processing Library
Polars, one of the fastest-growing data analytics tools, has just crossed 9M monthly downloads. As a modern DataFrame library, it is designed for efficiently...
3 MIN READ