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  1. NPBayesHMM NPBayesHMM Public

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

    MATLAB 78 34

  2. KMeansRex KMeansRex Public

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

    C++ 57 19

  3. SuperTopicModels SuperTopicModels Public

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

    MATLAB 8 4

  4. mocap6dataset mocap6dataset Public

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

    MATLAB 7 1

  5. satdetect satdetect Public

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

    Python 6

  6. keyboard_acoustics keyboard_acoustics Public

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

    MATLAB 1