The Power of Topological Data Analysis for Machine Learning

This is the project for the capstone course MATH 471 Topology at Macalester College, discussing the power of topological data analysis for machine learning. Due to the time limit, the test for methodology was only on the MNIST dataset. Digital Artifact Notebook, GitHub Repo