Feed-forward Neural Network from Scratch

Note to reader This was an assignment for my ML class at Northwestern, and while I do include the code in this, I want to be clear that this is my group’s work and should not be used for any future assignments. Github Link Private url Overview This assignment was a stepping stone in my interest in machine learning. We were given multiple datasets to work with based on a few different distributions that I would have to learn from using a neural network. We first had to implement a PyTorch simple neural network to solve the problem(s), and once we understood what the expected solutions should look similar to, we had to implement our solutions completely from scratch. ...

HoopEasy

Github Link Original draft: https://github.com/Pmcslarrow/hoop-easy Refactor: https://github.com/Pmcslarrow/hoop-easy-material-ui/ Overview The document below is my README file within my GitHub repo for the refactoring of HoopEasy. The project is an application designed to help people easily find pickup basketball games near them, while also using an ELO system to track global rankings. Although it was never fully marketed or widely adopted, this was my first large-scale full-stack project completed during undergrad. It was a rewarding experience that brought together many of the skills I had learned. ...

Weather App

Github Link https://github.com/Pmcslarrow/WeatherApp Overview This was my very first personal project I had to complete in a computer science class. I was tasked to design any website that was to utilize HTML/CSS/JS and that functions. I decided, at the time, that it was most appropriate to learn how to use an API and integrate it into an application. While it is nothing outstanding, this project will forever stay close at heart. ...