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ams597-group-5-project

jwlevesque.github.io

mulithreaded-sort-benchmarking

An exploration of multithreading and object oriented design in C++. Provides support for benchmarking runtime performance of multithreaded algorithms utilizing various thread quantities. Abstract classes are provided for ease of extension to additional algorithms.

nlpred

Provides support for making predictions of binary outcomes based on natural language corpora. Formally, creates predictive models using Logistic Regression with Elastic Net Regularization on topic models derived from Latent Dirichlet Allocation.

redditts

Provides tools for pulling a corpus from Reddit and preprocessing it for natural language processing either as a term-document matrix or as simple time series word counts.