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Will Peterson's Projects

cad-for-mammogram-scans icon cad-for-mammogram-scans

Using a convolutional neural network in conjunction with a support vector machine to provide patient analyses for given mammogram scans and background history.

healthhacks icon healthhacks

Built out an entire Angular application during a 24-hour hackathon. The app's premise was to be able to translate doctor's advice in real-time. More specifically, this application allows for easy patient editing and updating, while translating speech between languages to allow for patients to better understand the advice from their doctors.

markov-decision-process icon markov-decision-process

The goal of this project was to develop a Markov Decision Process by scratch to use inside of a simulated grid world.

neuralgraphlearning icon neuralgraphlearning

Employing current graph convolutional networks to model communities within a larger domain

node icon node

Collection of demos using plotly and matplotlib to plot different datasets

spotify-viz icon spotify-viz

Dashboard to display Spotify user data and audio analysis charts. This application leverages Spotipy, a Python library for the Spotify Web API, for authentication and data collection for artists, albums, and tracks.

spotipy icon spotipy

A light weight Python library for the Spotify Web API

textattack icon textattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

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