Somerville, MA

Mike Hughes

Expert
@michaelchughes

Assistant Prof. of Computer Science at Tufts @tufts-ml -- Postdoc Harvard SEAS @dtak (2016-18) -- Ph.D. Brown U. CS (2010-16) @bnpy -- B.S. Olin College (2010)

www.michaelchughes.com

NPBayesHMM. Nonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP-HMM). Implemented in Matlab.

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KMeansRex. Fast, vectorized C++ implementation of K-Means using the Eigen matrix template library. Includes Matlab and Python interfaces.

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SuperTopicModels. Supervised Latent Dirichlet Allocation and other topic models. Supports regression and classification. Written in Matlab.

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mocap6dataset. Annotated dataset of simple human exercises (jumping jacks/arm circles/etc) recorded as motion capture traces.

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satdetect. Prototype python code for object recognition using satellite images. Early-stage active development.

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cs136-24s-assignments. Public-facing repo for code related to in-class demos and homework for CS 136 at Tufts in Spring '24

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keyboard_acoustics. Archive of old course project on analyzing acoustic signals from computer keyboards. Unmaintained.

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