rmgarnett

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Awk

dbpedia_graph_extractor

 4  1
A simple tool to extract labeled graphs (corresponding to desired types) from DBpedia.
Matlab

active_learning

 37  22
Active learning toolbox for MATLAB

gpml_extensions

 26  19
Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.

active_gp_hyperlearning

 12  5
Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014).

fast_wl

 9  4
A fast MATLAB implementation of the Weisfeiler--Lehman graph transformation and associated kernel.

mgp

 7  5
An implementation of the MGP from Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," UAI 2014.

coinciding_walk_kernel

 3  3
An implementation of the coinciding walk kernel (CWK) from Neumann, et al. "Coinciding Walk Kernels." ACML 2013.

active_search

 2  1
MATLAB code for performing active search (Garnett, et al., "Bayesian Optimal Active Search and Surveying," ICML 2012).

active_virtual_screening

 2  2
MATLAB code to replicate experiments from https://doi.org/10.1007/s10822-015-9832-9

dlas

 1  0

plotting

 1  0
plotting tools

propagation_kernels

 1  7
Python

gp_dla_detection

 3  4
Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes
Ruby

homebrew-science

 1  1
:microscope: Scientific formulae for the Homebrew package manager
Shell

data

 2  1
scripts for processing datasets used in my papers
TeX

cse515t

 68  32
Materials for Bayesian Methods in Machine Learning Course