Locally Growing Random Trees for Gaussian Processes --------------------------------------------------- Welcome to the documentation for **lgrt4gps**! **lgrt4gps** is a Python library which provides a simple API for locally growing random trees for Gaussian processes For more details we refer to the publication on ArXiv_. Written by Jonas Umlauft and Patricia M. Strutz. Requirements ============ - Python 3.6+ Documentation ============= A documentation is availabel on readthedocs_ The academic publication can be found at ArXiv_ Installation ============ To install a stable version from PyPi_: .. code-block:: bash ~$ pip install lgrt4gps The latest version is available on GitHub_: .. _PyPi: https://pypi.org/project/lgrt4gps/ .. _GitHub: https://github.com/jumlauft/LGRT4GPs .. _ArXiv: https://arxiv.org/abs/2006.09446 .. _readthedocs: https://lgrt4gps.readthedocs.io/en/latest/ Contents ======== .. toctree:: :maxdepth: 1 demo_1D specs