RAPIDS

RAPIDS is an open-source suite of GPU-accelerated data science libraries built on CUDA-X by NVIDIA. It aims to accelerate data science workflows including DataFrame operations, machine learning, graph analytics, and data visualization with zero code changes for popular tools like pandas, scikit-learn, and Apache Spark. RAPIDS is best suited for data scientists, analysts, and engineers seeking to optimize performance on single GPUs or scale to distributed systems while using familiar PyData tools.