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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