libcluster
An extensible C++ library of Hierarchical Bayesian clustering algorithms, such as Bayesian Gaussian mixture models, variational Dirichlet processes, Gaussian latent Dirichlet allocation and more.
Possibly Available
About
I am a machine learning team leader at CSIRO. I research and implement machine learning algorithms and systems.
Evidence-backed skills
Repositories
imdescrip
A collection of python tools for extracting descriptors from images (whole and sub-image descriptors).
aboleth-talk
Dev talk on Aboleth
dsteinberg.github.io
Personal Homepage
poli-baselines
A collection of objective functions and black box optimization algorithms related to proteins and small molecules
cortex
A Modular Architecture for Deep Learning Systems
pelican-bibtex
pelican-bibtex: Manage your academic publications page with Pelican and BibTeX
nips2014paper
Extended and Unscented Gaussian Processes
fp-course
Functional Programming Course
DIPA-validation
Material for the DIPA workshop on model validation, uncertainty and imputation
linearizedGP
Gaussian processes with general nonlinear likelihoods using the unscented transform or Taylor series linearisation.