Roman Garnett (@rmgarnett)
github

rmgarnett

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  • Stars
    star
    218
  • Global Rank 115,189 (Top 4 %)
  • Followers 122
  • Following 1
  • Registered almost 14 years ago
  • Most used languages
    MATLAB
         73.3 %
    Shell
         6.7 %
    Python
         6.7 %
    Awk     6.7 %
    TeX
         6.7 %
  • Location ๐Ÿ‡บ๐Ÿ‡ธ United States
  • Country Total Rank 28,315
  • Country Ranking
    Awk     44
    MATLAB
         135
    TeX
         239

Top repositories

1

cse515t

Materials for Bayesian Methods in Machine Learning Course
TeX
86
star
2

active_learning

Active learning toolbox for MATLAB
MATLAB
46
star
3

gpml_extensions

Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.
MATLAB
31
star
4

active_gp_hyperlearning

Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014).
MATLAB
15
star
5

fast_wl

A fast MATLAB implementation of the Weisfeiler--Lehman graph transformation and associated kernel.
MATLAB
11
star
6

mgp

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

dbpedia_graph_extractor

A simple tool to extract labeled graphs (corresponding to desired types) from DBpedia.
Awk
4
star
8

active_virtual_screening

MATLAB code to replicate experiments from https://doi.org/10.1007/s10822-015-9832-9
MATLAB
3
star
9

gp_dla_detection

Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes
Python
3
star
10

coinciding_walk_kernel

An implementation of the coinciding walk kernel (CWK) from Neumann, et al. "Coinciding Walk Kernels." ACML 2013.
MATLAB
3
star
11

data

scripts for processing datasets used in my papers
Shell
2
star
12

active_search

MATLAB code for performing active search (Garnett, et al., "Bayesian Optimal Active Search and Surveying," ICML 2012).
MATLAB
2
star
13

propagation_kernels

MATLAB
2
star
14

plotting

plotting tools
MATLAB
1
star
15

dlas

MATLAB
1
star