ESIP
Browse

Easy exploration and ML-model tuning with hvPlot

Download (1.9 MB)
presentation
posted on 2023-07-12, 20:22 authored by Andrew Huang
<p>Easy exploration and ML-model tuning with hvPlot</p> <ul> <li>Demo hvplot's ease-of-use and features</li> <li>Show how to use hvplot for ML</li> <li>Share applicable <strong>PRO TIPS</strong> for data workflows</li> </ul> <p>Applicable Examples:</p> <ul> <li>Hurricane Katrina Tracks</li> <li>Tropical Cyclone Tracks in 2005</li> <li>Tropical Cyclone Tracks Climatology</li> <li>Improving ML model performance</li> <li>Feature selection, guided by hvplot</li> </ul> <p>Presentation available on HuggingFace: https://ahuang11-esip-presentation-meeting.hf.space/app#/slide-0</p>

Funding

PangeoML

History

Related Materials

Usage metrics

    ESIP JULY 2023

    Licence

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC