Lucas Theis

django-publications. A Django app for managing scientific publications.

rangecoder. a fast range coder in C++, using SSE

deepbelief. Code for training and evaluating restricted Boltzmann machines (RBMs) and deep belief networks (DBNs).

cmt. Fast CPU implementations of several conditional probabilistic models

ride. Code for the recurrent image density estimator

nlpcaffe. C++

c2s. A toolbox for inferring spikes from calcium traces.

trlda. Implementations of various online inference algorithms for LDA, with Python interface.

logistic_lda. Basic tensorflow implementation of logistic latent Dirichlet allocation

parallel. A parallel implementation of the map function.

model-evaluation. Code for Figures 1 and 2 in http://arxiv.org/abs/1511.01844

pypgf. A Python interface for PGFPlots.

mixtures. Implementations of several mixture distributions and radial Gaussianization.

isa. An implementation of Gibbs sampling for overcomplete linear models.

cisa. An implementation of overcomplete ISA in C++.

compression-server. Python

trmix. A trust-region method for stochastic variational inference in mixture models.

errorbars. Two ways of computing error bars for within-subject data