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CVPR 2020: Plotly Dash with RAPIDS: GPU-Accelerated Census 2010 Visualization
Tech Demo Team, NVIDIA
CVPR 2020
Datasets are getting larger and larger. Visualization is key to validate, understand, and communicate important information often hidden among hidden among a massive numbers of rows and columns. Based on Python, this dashboard integrates Plotly Dash, RAPIDS cuDF, and Datashader for real-time cross filtering on NVIDIA GPUs to empower data scientists to extract valuable insights by working independently across the whole stack -- from raw data to user interface -- and quickly deliver interactive dashboards.