cudf
NVIDIA's RAPIDS cuDF Enhances pandas Performance by 30x on Large Datasets
NVIDIA releases RAPIDS cuDF unified memory, boosting pandas performance up to 30x on large and text-heavy datasets.
Enhancing Recommender Systems with Co-Visitation Matrices and RAPIDS cuDF
Learn how to build efficient recommender systems using co-visitation matrices and RAPIDS cuDF for faster data processing and improved personalization.
Polars Launches GPU Engine with RAPIDS cuDF for Enhanced Data Processing
Polars releases GPU engine powered by RAPIDS cuDF, boosting data processing speeds up to 13x on NVIDIA GPUs. Now available in open beta.
AI Revolution: RAPIDS cuDF Accelerates Data Science Workflows
NVIDIA's RAPIDS cuDF boosts pandas library performance up to 100x on RTX-powered AI PCs, enhancing data science workflows.
Enhancing Data Deduplication with RAPIDS cuDF: A GPU-Driven Approach
Explore how NVIDIA's RAPIDS cuDF optimizes deduplication in pandas, offering GPU acceleration for enhanced performance and efficiency in data processing.
Optimizing Data Workflows with cudf.pandas Profiler for GPU Acceleration
Explore how cudf.pandas Profiler enhances data processing by leveraging GPU acceleration. Discover its benefits for optimizing Python data science workflows.
Boosting JSON Lines Processing: NVIDIA cuDF vs. Traditional Libraries
Explore how NVIDIA cuDF accelerates JSON Lines reading, outperforming traditional libraries like pandas and pyarrow, with benchmarks and performance insights.