Zephaniah Roe's repositories
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
A replication of "Toy Models of Superposition," a groundbreaking machine learning research paper published by authors affiliated with Anthropic and Harvard in 2022.
MIT-6.S191
My lab work and final project for the MIT Introduction to Deep Learning course.
neural-network-from-scratch
This repository contains a fully-functional neural network implemented using only stdio.h and stdlib.h in C.
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
A cpp implementation of micrograd: a tiny autograd engine with neural net on top.
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.
roestories
This is a portfolio website for my dad, featuring all his work from the over 30 years he spent in journalism.
zephaniahdev.com
zephaniahdev.com is a new personal portfolio website I created with React and Three.js.
img-classifier-from-scratch
Everything in c...
letter-predictor
Using a linear regression model and publicly available data, my code predicts the final letter in five-letter words.
linear-algebra
Implementation of linear algebra operations in C.
sorting-rust-c
Implementation of various sorting algorithms and graphs of their performance in C and Rust.
syntax-tree
Make syntax trees on you browser the easy way.
zephysballoons.com
A personal website for my balloon twisting business. Currently: zephysballoons.com