This repository holds the logic for data analysis, modeling, and filtration generation for Stone Mele, and Torin McDonalds' Computation Topology 2019 project.
The goal of this project is to build a regression model to predict the growth, and decline of the sea ice density at our earths poles. Another goal for this project was to find a novel way of interjecting the topological features into this process. We accomplished this with a combination of imaginative model architecture and the SLayer from Hofer et al paper. (https://arxiv.org/abs/1707.04041)