hao-peng / ADVGP

Asynchronous Distributed Variational Gaussian Processes for Regression

This is the code for the paper: Asynchronous Distributed Variational Gaussian Processes for Regression, H. Peng, S. Zhe, X. Zhang and Y. Qi. Accepted by Thirty-fourth International Conference on Machine Learning (ICML 2017) , August 2017.

Warning: this is only an experimental code for illustration purpose

Intallation guide:

• Copy folder gp/ and file Makefile to ps-lite.
• In ADVGP folder: export CPLUS_INCLUDE_PATH=$PWD/eigen
• Go to folder ps-lite and compile using make/cmake. PS-lite may use wget to download some other softwares. See more information about ps-lite about how to install ps-lite
• Go to folder ps-lite/gp/, test with "run.sh"

Contact:

For direct contact, please contact Hao (pengh [at] alumni {dot} purdue.edu

License:

Apache for ps-lite MPL2 for Eigen GPL3.0 for ADVGP