Faster Text Classification with Naive Bayes and GPUs – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-31T20:50:22Z http://www.open-lab.net/blog/feed/ Mickael Ide <![CDATA[Faster Text Classification with Naive Bayes and GPUs]]> http://www.open-lab.net/blog/?p=49926 2022-08-22T17:45:51Z 2022-07-25T16:00:00Z Naive Bayes (NB) is a simple but powerful probabilistic classification technique that parallelizes well and can scale to datasets of massive size.  If you...]]> Naive Bayes (NB) is a simple but powerful probabilistic classification technique that parallelizes well and can scale to datasets of massive size.  If you...Accelerating classification on sparse data with GPUs and a splash of Bayes

Naive Bayes (NB) is a simple but powerful probabilistic classification technique that parallelizes well and can scale to datasets of massive size. If you have been working with text processing tasks in data science, you know that machine learning models can take a long time to train. Using GPU-accelerated computing on those models has often resulted in significant gains in time performance��

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