RAPIDS: GPU Accelerated Data Analytics Machine Learning

The RAPIDS suite of software libraries, built on CUDAX AI, gives you the freedom to execute endtoend data science and analytics pipelines entirely on GPUs. It relies on NVIDIA CUDA primitives for lowlevel compute optimization, but exposes that GPU parallelism and highbandwidth memory speed through userfriendly Python interfaces. RAPIDS also focuses on common data preparation tasks for analytics and data science. This includes a familiar DataFrame API that integrates with a variety of machine learning