Jeremy Diaz's repositories
ConvTimeLSTM
Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing
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.
ML_Workshop_Series
A series of machine learning lessons focused on teaching practical implementations with scientific data
US_Demo_Net
A Sentinel-2 based CNN to predict the demographics of US capital cities and to determine spectral bands of demographic importance
flood_style_transfer
Visually predicting aerial flood imagery using neural style transfer
VolcanoesIR
Working repository for my M.S. research, "Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series"
chart-challenge-22
#30DayChartChallenge 2022, USGS edition
streamstats
Python package to interface with the USGS StreamStats API
Dog_Monitoring_Training
Analyzed dog noise while not at home. Also, listen to constant input for loud noise; if loud, reprimands with recordings.
ds-gitflows-jdiaz
Gitflows training repo for Jeremy!
ds-pipelines-targets-1-course
Intro to Data Analysis Pipelines using `targets` for USGS Data Science
github-slideshow
A robot powered training repository :robot:
neuralhydrology
Python library to train neural networks with a strong focus on hydrological applications.
pytorch_influence_functions
This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
SHAP_explorations
Getting acquainted with slundberg/shap
Side_Projects
Portfolio of lots of small, non-work projects. Projects range from silly tools to visualizations and analyses of current events.
torch-influence
A simple PyTorch implementation of influence functions.
tornadoesr_paths
tornadoesr but using tornado paths and sequence models
training-kit
Open source courseware for Git and GitHub
viz-scratch
Repository for one-off plots, ideas, and gifs - anything smaller or more transient than a regular visualization
xai-workflows
This repository is an exploratory space for developing XAI workflows for PGDL models.