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Quinn Relyea's Projects

availability icon availability

Combines Philips hue and Luxafor APIs for light notifications while working from home.

bbref-salary-win-pctg icon bbref-salary-win-pctg

Quick project that scrapes from basketball reference and graphs total team salary vs win percentage for all 30 NBA teams

bu-automatic-scheduler icon bu-automatic-scheduler

Continuation of Boston Hacks project. Takes BU login and scrapes schedule info. Will eventually create Google calendar events for classes.

car-value-classifier-comparison icon car-value-classifier-comparison

This project uses several classifiers on a UCI Machine Learning Database data set on various car features to predict the value of a car.

car_price_prediction icon car_price_prediction

Utilizing u/nicolas-gervais's car data repository, established a multi linear regression relating several features with percentage change in new car prices. Able to reach a adjusted R squared value of around .72. Includes checks to make sure that a linear model is appropriate, best subsets model selection and a K-fold cross-validated paired t test to check with statistical significance if this is the best model.

formslab icon formslab

😊📊 App for creating anonymous surveys, polls, and collecting feedback

fractalist icon fractalist

Uses key characteristics of playlists to generate a fractal image as a playlist cover.

frozenlake icon frozenlake

First example of Q learning using a simple game from OpenAI gym.

homework_timer icon homework_timer

Stores time spent on various homework assignments for future reference.

hub_scheduler icon hub_scheduler

Plans out classes needed to fulfill BU general Education requirements (BU HUB)

nba-api-intro icon nba-api-intro

First time using the NBA Stats NBA, to compare league wide Pace (Possessions per 48 minutes) in the Regular Season vs Playoffs with smaller additional inquiries.

read-aloud icon read-aloud

An awesome browser extension that reads aloud webpage content with one click

strava-analysis icon strava-analysis

Strava API calls with my exercise data combined with visual representation used on QR.com

tictactoe icon tictactoe

My own variation of Simon's 1972 perfect tic tac toe program

wrapped icon wrapped

Analysis of Spotify Wrapped Data year over year

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