RAPIDS is an open-source platform by NVIDIA that includes a collection of data science libraries designed to run on GPUs and accelerate data processing and machine learning workloads. It includes the library cuDF, which is a partial replacement for Pandas that is designed to take advantage of the parallel processing capabilities of GPUs for faster data manipulation and preparation.
What is NVIDIA RAPIDS?
RAPIDS is an open-source platform by NVIDIA that includes a collection of data science libraries designed to run on GPUs and accelerate data processing and machine learning workloads. It includes the library cuDF, which is a partial replacement for Pandas that is designed to take advantage of the parallel processing capabilities of GPUs for faster data manipulation and preparation.