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Leif Jonsson's Projects

diagonalorthantlda icon diagonalorthantlda

Supervised Latent Dirichlet Allocation (LDA) using Diagonal Orthant (DO) DO-Probit classification

dirichlet-process icon dirichlet-process

Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)

doldar icon doldar

R wrapper package for our Bayesian Classifier DOLDA

jmathplot icon jmathplot

Automatically exported from code.google.com/p/jmathplot

openhab icon openhab

Source code of the open Home Automation Bus (openHAB)

partiallycollapsedlda icon partiallycollapsedlda

Implementations of various fast parallelized samplers for LDA, including Partially Collapsed LDA, Light LDA, Partially Collapsed Light LDA and a very efficient Polya-Urn LDA

pcldar icon pcldar

R Wrapper for our Partially Collapsed Gibbs sampler for LDA (PCLDA)

samplesizecalc icon samplesizecalc

Small R package to calculate sample sizes for various types of statistical procedures

sequence-memoizer icon sequence-memoizer

Public code which implements a Bayesian non-parametric sequence model known as the stochastic memoizer for sequence data.

t-sne-java icon t-sne-java

Pure Java implementation of Van Der Maaten and Hinton's t-sne clustering algorithm

tellstickopenhab icon tellstickopenhab

Integration example of using Tellstick Duo and openHAB for home automation

tsne.jl icon tsne.jl

Julia port of L.J.P. van der Maaten and G.E. Hintons T-SNE visualisation technique.

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