Software



The following toolboxes are versions still under development.


Sparse Graph Modeling

BNP Graph Toolbox.

Stochastic Variational Inference in Hidden Markov Models

SVI-HMM Toolbox.

Stochastic Gradient Hamiltonian Monte Carlo

SGHMC Toolbox.

Modeling the Complex Dynamics and Changing Correlations of Epileptic Events

Sparse Factorial BP-AR-HMM Toolbox.

Multiresolution Gaussian Processes

MultiresGP Toolbox.

Hierarchical Latent Dictionaries for Models of Brain Activation

Project Website.

Bayesian Nonparametric Covariance Regression

BNP Covariance Regression Toolbox, Beta Version.

Sharing Features among Dynamical Systems with Beta Processes

Split-Merge MCMC for the BP-AR-HMM.
Original BP-AR-HMM Toolbox. Requires installation of Tom Minka's MATLAB lightspeed toolbox.

Code for sticky HDP-HMM, HDP-AR-HMM, and HDP-SLDS

HDP-HMM Toolbox. Requires installation of Tom Minka's MATLAB lightspeed toolbox.