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Jeremy Diaz's Projects

side_projects icon side_projects

Portfolio of lots of small, non-work projects. Projects range from silly tools to visualizations and analyses of current events.

streamstats icon streamstats

Python package to interface with the USGS StreamStats API

tornadoesr icon tornadoesr

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.

tornadoesr_further icon tornadoesr_further

Expanding upon "tornadoesr" with deep probabilistic models (layer weights have distributions from which we can sample) via Pyro

us_demo_net icon us_demo_net

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

viz-scratch icon viz-scratch

Repository for one-off plots, ideas, and gifs - anything smaller or more transient than a regular visualization

volcanoesir icon volcanoesir

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

xai-workflows icon xai-workflows

This repository is an exploratory space for developing XAI workflows for PGDL models.

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