GoGP

GoGP: Fast Online Regression with Gaussian Processes

This is the released source code for:

Trung Le, Khanh Nguyen, Vu Nguyen, Tu Dinh Nguyen, Dinh Phung (2017). GoGP: Fast Online Regression with Gaussian Processes. In Proceedings of the 20th International Conference on Data Mining (ICDM2017)

C++ Version

• One-Click to run: We have already compile in Windows OS and wrote scripts to run with datasets:
  • abalone.bat
  • casp.bat
  • slice.bat
  • year.bat
• Source code is located in the folder /gogp-c/

Python Version

• One-Click to run: we have already wrote scripts to run with datasets:
  • test_abalone.py
  • test_casp.py
  • test_slice.py
  • test_year.py
• Source code is located in the folder /gogp-py/

Datasets

For large datasets, please download it at: https://www.dropbox.com/s/6dsjxqzpey7dpw7/gogpy.datasets.zip?dl=0