A simple tool to extract labeled graphs (corresponding to desired types) from DBpedia.
various experiments associated with my projects
Scripts for building Emacs packages from Version Control
Active learning toolbox for MATLAB
Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.
Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014).
A fast MATLAB implementation of the Weisfeiler--Lehman graph transformation and associated kernel.
An implementation of the MGP from Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," UAI 2014.
An implementation of the coinciding walk kernel (CWK) from Neumann, et al. "Coinciding Walk Kernels." ACML 2013.
MATLAB code for performing active search (Garnett, et al., "Bayesian Optimal Active Search and Surveying," ICML 2012).
MATLAB code to replicate experiments from https://doi.org/10.1007/s10822-015-9832-9
Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes
:microscope: Scientific formulae for the Homebrew package manager
scripts for processing datasets used in my papers
Materials for Bayesian Methods in Machine Learning Course