Pinned Repositories
active_gp_hyperlearning
Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014).
active_learning
Active learning toolbox for MATLAB
active_virtual_screening
MATLAB code to replicate experiments from https://doi.org/10.1007/s10822-015-9832-9
coinciding_walk_kernel
An implementation of the coinciding walk kernel (CWK) from Neumann, et al. "Coinciding Walk Kernels." ACML 2013.
cse515t
Materials for Bayesian Methods in Machine Learning Course
dbpedia_graph_extractor
A simple tool to extract labeled graphs (corresponding to desired types) from DBpedia.
fast_wl
A fast MATLAB implementation of the Weisfeiler--Lehman graph transformation and associated kernel.
gp_dla_detection
Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes
gpml_extensions
Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.
mgp
An implementation of the MGP from Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," UAI 2014.
rmgarnett's Repositories
rmgarnett/cse515t
Materials for Bayesian Methods in Machine Learning Course
rmgarnett/active_learning
Active learning toolbox for MATLAB
rmgarnett/gpml_extensions
Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.
rmgarnett/active_gp_hyperlearning
Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014).
rmgarnett/fast_wl
A fast MATLAB implementation of the Weisfeiler--Lehman graph transformation and associated kernel.
rmgarnett/mgp
An implementation of the MGP from Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," UAI 2014.
rmgarnett/dbpedia_graph_extractor
A simple tool to extract labeled graphs (corresponding to desired types) from DBpedia.
rmgarnett/active_virtual_screening
MATLAB code to replicate experiments from https://doi.org/10.1007/s10822-015-9832-9
rmgarnett/coinciding_walk_kernel
An implementation of the coinciding walk kernel (CWK) from Neumann, et al. "Coinciding Walk Kernels." ACML 2013.
rmgarnett/gp_dla_detection
Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes
rmgarnett/active_search
MATLAB code for performing active search (Garnett, et al., "Bayesian Optimal Active Search and Surveying," ICML 2012).
rmgarnett/data
scripts for processing datasets used in my papers
rmgarnett/propagation_kernels
rmgarnett/dlas
rmgarnett/homebrew-science
:microscope: Scientific formulae for the Homebrew package manager
rmgarnett/plotting
plotting tools
rmgarnett/active_location
rmgarnett/CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
rmgarnett/experiments
various experiments associated with my projects
rmgarnett/gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
rmgarnett/melpa
Scripts for building Emacs packages from Version Control
rmgarnett/notes
Notes on various topics