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Easy exploration and ML-model tuning with hvPlot.pptx (1.9 MB)

Easy exploration and ML-model tuning with hvPlot

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posted on 2023-07-12, 20:22 authored by Andrew Huang

Easy exploration and ML-model tuning with hvPlot

  • Demo hvplot's ease-of-use and features
  • Show how to use hvplot for ML
  • Share applicable PRO TIPS for data workflows

Applicable Examples:

  • Hurricane Katrina Tracks
  • Tropical Cyclone Tracks in 2005
  • Tropical Cyclone Tracks Climatology
  • Improving ML model performance
  • Feature selection, guided by hvplot

Presentation available on HuggingFace: https://ahuang11-esip-presentation-meeting.hf.space/app#/slide-0

Funding

PangeoML

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    ESIP JULY 2023

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