Software

Open source projects I'm currently working on

A Theoretically Grounded Application of Dropout in Recurrent Neural Networks

Code for the paper.

[Software] [Paper]

What My Deep Model Doesn't Know...

Blog post source code for the live demos.

[Software] [Paper]

Dropout As A Bayesian Approximation

Source code to replicate the experiments in the papers.

[Software] [Paper]

VSSGP

An implementation of the Variational Sparse Spectrum Gaussian Process using Theano (a Python package for symbolic differentiation).

[Software] [Paper]

CLGP

An implementation of the Categorical Latent Gaussian Process using Theano (a Python package for symbolic differentiation).

[Software] [Paper]

GParML

A light-weight and minimal Python implementation of parallel inference for the Bayesian Gaussian process latent variable model and GP regression.

[Software] [Paper]

University of Cambridge Presentation Template

This is a presentation template with the colour scheme of the University of Cambridge. The beamer template is based on cambridge-beamer with changes to the colour scheme and page layout.

[Software] [Example]

Giza#

An optimised C++ extension of Giza++ (a word alignment software package) implementing the hierarchical Pitman-Yor process alignment models.

[Software] [Paper]