RAPIDS AI
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RAPIDS AI

Making a Plotly Dash Census Viz Powered by RAPIDS

Using RAPIDS cuDF and Plotly Dash for real-time, interactive visual analytics on GPUs

The Census 2010 dashboard powered by RAPIDS cuDF
TL;DR
The use of Plotly's Dash, RAPIDS, and Datashader allow users to build viz dashboards that both render datasets of 300 million+ rows, and remain highly interactive without the need for precomputed aggregations.

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RAPIDS is a suite of software libraries for executing end-to-end data science & analytics pipelines entirely on GPUs.

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Ajay Thorve

Ajay Thorve

Software Engineer @ Nvidia Rapids.ai

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