Metadata-Version: 2.1
Name: FoKL
Version: 1.2.7
Summary: Karhunen Loève decomposed Gaussian processes with forward variable selection
Home-page: https://github.com/derek-slack/FokLPackage
Author-email: ESMS Group <derek.slack.001@gmail.com>
Project-URL: Bug Tracker, https://github.com/derek-slack/FokLPackage/issues
Project-URL: Changelog, https://github.com/derek-slack/FokLPackage/releases
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE

# FokL
Karhunen Loève decomposed Gaussian processes with forward variable
selection. Use this repository for scalable GP regression and fast
inference on
static and dynamic datasets.

Please cite: K. Hayes, M.W. Fouts, A. Baheri and
D.S. Mebane, "Forward variable selection enables fast and accurate
dynamic system identification with Karhunen-Loève decomposed Gaussian
processes", arXiv:2205.13676

Credits: David Mebane (ideas and original code), Kyle Hayes
(integrator), Derek Slack (Python porting)

Funding provided by National Science Foundation, Award No. 2119688


