Name: Mike Hughes
Type: User
Company: @tufts-ml : Tufts University, Department of Computer Science
Bio: 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)
Location: Somerville, MA
ccgaussian
Experimental class-conditional Gaussian models.
compare-matlab-numpy
Side-by-side comparison of machine learning algorithms in matlab and python.
cs136-24s-assignments
Public-facing repo for code related to in-class demos and homework for CS 136 at Tufts in Spring '24
diffable_transforms_for_autograd
Implements common transforms that map constrained parameter spaces (positive reals, unit interval, unit simplex, cholesky space, etc) to unconstrained real values. Useful for gradient-based optimization.
eme185
The course website for EME185: http://moorepants.github.io/eme185/
github-markdown-toc
Easy TOC creation for GitHub README.md
keyboard_acoustics
Archive of old course project on analyzing acoustic signals from computer keyboards. Unmaintained.
kmeansrex
Fast, vectorized C++ implementation of K-Means using the Eigen matrix template library. Includes Matlab and Python interfaces.
logistic-stickbreaking-experiments
Small experiments with comparing different logistic stick-breaking models for count data.
michaelchughes.com
Source materials for my personal website
mini_project_ideas
Specs for "mini projects" for candidate students interested in my research group
ml4hc_nips_workshop_website
Draft website, using Pelican
mocap6dataset
Annotated dataset of simple human exercises (jumping jacks/arm circles/etc) recorded as motion capture traces.
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.
reidentifying_subjects_from_demographics
Python code to compare reidentification of subjects via demographics alone using NHANES 2003-04 dataset.
remoteapi-multiprocessing-with-asyncio
Example code for processing rate-limited remote API queries fast in parallel with asyncio
satdetect
Prototype python code for object recognition using satellite images. Early-stage active development.
supertopicmodels
Supervised Latent Dirichlet Allocation and other topic models. Supports regression and classification. Written in Matlab.
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
