lucastheis/deepbelief

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58
Rank 513,228 (Top 11 %)
Language
Python
Created almost 14 years ago
Updated over 13 years ago

lucastheis/deepbelief

lucastheis

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

django-publications

A Django app for managing scientific publications.

cmt

Fast CPU implementations of several conditional probabilistic models

ride

Code for the recurrent image density estimator

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++.

trmix

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

compression-server

errorbars

Two ways of computing error bars for within-subject data