michaelchughes/cs136-24s-assignments

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Created 11 months ago
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michaelchughes/cs136-24s-assignments

michaelchughes

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

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.

KMeansRex

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

SuperTopicModels

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

mocap6dataset

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

satdetect

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

keyboard_acoustics

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