RAPIDS is a suite of open-source software libraries and APIs that provides a GPU-accelerated data science and analytics platform. It's built on CUDA and leverages the parallel processing power of GPUs to accelerate data preparation, machine learning, and graph analytics workflows. RAPIDS enables significantly faster processing of large datasets compared to CPU-based solutions, allowing data scientists and engineers to iterate more quickly and tackle larger problems.
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