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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.
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