This toolbox implements efficient maximum-likelihood estimation of various distributions. It utilizes the technique of generalized Newton iteration, described in the following papers:
This toolbox requires the Lightspeed toolbox, so you will need to install both.
See Contents.m for more details.
A python port is available at https://github.com/ericsuh/dirichlet
Tom Minka