rmgarnett Goto Github PK
Name: Roman Garnett
Type: User
Company: Washington University in St. Louis
Location: St. Louis, MO, USA
Name: Roman Garnett
Type: User
Company: Washington University in St. Louis
Location: St. Louis, MO, USA
Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014).
Active learning toolbox for MATLAB
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
An implementation of the coinciding walk kernel (CWK) from Neumann, et al. "Coinciding Walk Kernels." ACML 2013.
Materials for Bayesian Methods in Machine Learning Course
A web app for ranking computer science departments according to their research output in selective venues.
scripts for processing datasets used in my papers
A simple tool to extract labeled graphs (corresponding to desired types) from DBpedia.
various experiments associated with my projects
A fast MATLAB implementation of the Weisfeiler--Lehman graph transformation and associated kernel.
Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes
Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.
A highly efficient and modular implementation of Gaussian Processes in PyTorch
:microscope: Scientific formulae for the Homebrew package manager
Scripts for building Emacs packages from Version Control
An implementation of the MGP from Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," UAI 2014.
Notes on various topics
plotting tools
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.