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NVIDIA provides a suite of machine learning and analytics software libraries to accelerate end-to-end data science pipelines entirely on GPUs. This work is enabled by over 15 years of CUDA development. GPU-accelerated libraries abstract the strengths of low-level CUDA primitives. Numerous libraries like linear algebra, advanced math, and parallelization algorithms lay the foundation for an ecosystem of compute-intensive applications.

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