jdiaz4302 - Overview

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Jeremy Diaz jdiaz4302

Machine learning specialist interested in forecasting and automation for Earth science

  • U.S. Geological Survey

  • VA

Organizations

@earthlab

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  1. 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. 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. 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

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

    Jupyter Notebook 6 4