Using an LSTM to Forecast River Ice Breakup Throughout Alaska
Through modifying the typical functionality of a LSTM I created a model that can predict the annual river ice breakup date of frozen rivers across Alaska.
Forecasting Future River Ice Breakup Timing using Deep Learning and CMIP6
This repo houses many deep learning models that I have constructed for specific tasks. The models can easily generalize to fit a wide variety of tasks including: memory efficient import, HPC, hyperparamer tuning and training.