StepSizeMatters

This repo is a team project submission for CSE 5820 Machine Learning. This project explores the paper "Step Size Matters In Deep Learning" by Step Size Matters in Deep Learning Kamil Nar and S. Shankar Sastry. Validation testing was performed to validate the theorems presented in the paper.

• Code:
  • Theorem 1 Validation Test: theorem1.ipynb (Python3 Jupyter Notebook)
  • Theorem 4 Validation Test: theorem4.py

For any questions regarding running the provided code, please email either Waldemar Cruz waldemar.cruz@uconn.edu or Maxwell Tracy maxwell.tracy@uconn.edu