Data Science
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Machine Learning
Oliver Thistlethwaite
This is a collection of some projects related to machine learning.
Hierarchical Bayesian Modeling of House Prices
A crossed hierarchical model of house price distributions.
Unsupervised Genetics
An example of clustering on genetics data.
Housing Prices
A project to study housing prices.
Knoxville Temperature Prediction
Using forecasting to predict the temperature in Knoxville, TN.
Topological Data Analysis of Stars
Using TDA to study star data.
Hardee’s and Carl’s Jr Locations
Trying to predict whether a restaurant will be Hardee’s or Carl’s Jr.
Bayesian Linear Regression
An example of Bayesian Linear Regression.