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Riley Matthews's Projects

africasoil icon africasoil

Some of my work on Kaggle's Africa Soil Property Prediction Challenge.

bootstrap icon bootstrap

An applied demonstration of MLE and the Parametric Bootstrap.

fpinscala icon fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

gg1sim icon gg1sim

A G/G/1 queue simulation estimating long-run mean queue length under different conditions.

kmeans icon kmeans

Image compression by k-means clustering.

yelp-health-inspections icon yelp-health-inspections

Self-directed project. Basic outline: take NYC Department of Health restaurant inspection data, pair those restaurants with their yelp entires, scrape corresponding yelp reviews, and use NLP and ML to predict inspection violations (likihood, types) from review text. I wanted to get some experience interfacing with the web and applying NLP techniques to a messy problem.

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