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Stuart Barnum's Projects

adaboost-titanic icon adaboost-titanic

An implementation of the Adaboost meta-algorithm, written in R and and applied to the Titanic dataset. Leave-one-out cross-validation implemented in parallel using doParallel and foreach.

crime-data icon crime-data

Visual comparisons of crime data for Seattle and San Francisco, with an emphasis on crimes associated with drugs. Implemented in R. Links to rendered HTMLs in README.md.

detroit-demolitions icon detroit-demolitions

Analysis of urban blight, in the form of predictions of which buildings will be targeted for demolition. Uses the R sf package and a variety of supervised learning techniques. See README.md for links.

pig-hadoop-queries icon pig-hadoop-queries

Social network analysis over a 0.5TB assemblage of RDF data from the Semantic Web

r-for-data-science icon r-for-data-science

Solutions to selected exercises from Hadley Wickham and Garrett Grolemund's recent book

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