7 projects
toplot
Visualize the weights (i.e., topics) and hidden units (i.e., topic proportions) of topic models
clinbin
Use cut-off points from medical guidelines to classify clinical variables.
statkit
Confidence intervals and p-values for sci-kit learn.
mubelnet
Deep Bayesian unsupervised decoder networks. Use poisson or multinomial belief networks to cluster count data.
bearclaw
Pipeline components to extract features from variants.
rna-genorm
Python implementation of the geNorm algorithm for gene expression.
harmoniums
Harmoniums -- a.k.a. restricted Boltzmann machines -- with binary latent states for survival analysis.