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  • U.S. Geological Survey
  • VA

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@earthlab

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  1. tornadoesr tornadoesr Public

    Integrating various public data sets and using that data in zero-inflated neural networks to predict tornado property damages. Prediction maps and paper draft included.

    Jupyter Notebook 7 1

  2. VolcanoesIR VolcanoesIR Public

    Working repository for my M.S. research, "Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series"

    Jupyter Notebook 1

  3. flood_style_transfer flood_style_transfer Public

    Forked from KristinLRobinson/INFO4604_Ecosystems

    Visually predicting aerial flood imagery using neural style transfer

    Jupyter Notebook 1 1

  4. US_Demo_Net US_Demo_Net Public

    A Sentinel-2 based CNN to predict the demographics of US capital cities and to determine spectral bands of demographic importance

    Jupyter Notebook 4 1

  5. ML_Workshop_Series ML_Workshop_Series Public

    A series of machine learning lessons focused on teaching practical implementations with scientific data

    Jupyter Notebook 6 3

  6. streamstats streamstats Public

    Forked from earthlab/streamstats

    Python package to interface with the USGS StreamStats API

    Python