Discover @michaelchughes Open Source projects

Mike Hughes (@michaelchughes)

michaelchughes

Stars
157
Global Rank 148,587 (Top 6 %)
Followers 78
Registered about 12 years ago
Most used languages

MATLAB
66.7 %

Python
16.7 %

C++
16.7 %
Location 🇺🇸 United States
Country Total Rank 34,567
Country Ranking

MATLAB
187

C++
3,640

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.

cs136-24s-assignments

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

keyboard_acoustics

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