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Zephaniah Roe's Projects

2048-python icon 2048-python

Using python I created a text user interface for the popular game 2048 and wrote an algorithm that beats the game ~30% of the time.

cpp-micrograd icon cpp-micrograd

A cpp implementation of micrograd: a tiny autograd engine with neural net on top.

find-unused-files-web-dev icon find-unused-files-web-dev

A simple resource I created to find unused files in a larger web-development project I was working on. I made this open source show part of my development process and in case anyone else wanted to use it.

letter-predictor icon letter-predictor

Using a linear regression model and publicly available data, my code predicts the final letter in five-letter words.

mit-6.s191 icon mit-6.s191

My lab work and final project for the MIT Introduction to Deep Learning course.

roestories icon roestories

This is a portfolio website for my dad, featuring all his work from the over 30 years he spent in journalism.

sorting-rust-c icon sorting-rust-c

Implementation of various sorting algorithms and graphs of their performance in C and Rust.

tinyfilter icon tinyfilter

A python package for converting images into ASCII art. Unlike other similar packages, tinyfilter uses filters (similar to CNNs) to detect features, leading to better results.

toy-models-of-superposition icon toy-models-of-superposition

A replication of "Toy Models of Superposition," a groundbreaking machine learning research paper published by authors affiliated with Anthropic and Harvard in 2022.

zephaniahdev.com icon zephaniahdev.com

zephaniahdev.com is a new personal portfolio website I created with React and Three.js.

zephysballoons.com icon zephysballoons.com

A personal website for my balloon twisting business. Currently: zephysballoons.com

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