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Drew Boston's Projects

advanced-document-similarity icon advanced-document-similarity

Calculates reading level (Coleman-Laiu index), performs word stemming (Porter algorithm), and calculates document similarity using TFIDF (used by early web browsers).

basic-login-gui icon basic-login-gui

Mostly just experimenting with Tkinter in order to learn more about GUI programming.

cs420 icon cs420

Advanced Data Structures and Algorithms

java-projects icon java-projects

Collection of shorter java projects (mostly interesting coding challenges I've found online)

mario-ai icon mario-ai

This project details a reproduction of an artificial intelligence project to utilize AI to complete the first level in Super Mario Bros.

reddit-sentiment-analysis icon reddit-sentiment-analysis

Program that performs textual analysis of Reddit data (approx. 300 GB) preprocessed by another team member. Uses Hadoop's Mapreduce to classify comments as either positive or negative based on certain keywords, negation, etc.

scala-page-rank icon scala-page-rank

My introduction to Scala. Estimates PageRank values of Wikipedia articles using Wikipedia dump data.

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