Discover rmgarnett/active_search Open Source project

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MATLAB
Created over 10 years ago
Updated almost 10 years ago

rmgarnett

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

cse515t

Materials for Bayesian Methods in Machine Learning Course

TeX

active_learning

Active learning toolbox for MATLAB

MATLAB

gpml_extensions

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

MATLAB

active_gp_hyperlearning

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

MATLAB

fast_wl

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

MATLAB

mgp

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

MATLAB

dbpedia_graph_extractor

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

Awk

active_virtual_screening

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

MATLAB

gp_dla_detection

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

Python

coinciding_walk_kernel

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

MATLAB

data

scripts for processing datasets used in my papers

propagation_kernels

plotting

dlas

rmgarnett/active_search

rmgarnett

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