goppy 1.1.2

GopPy (Gaussian Online Processes for Python) is a pure Python module providing a Gaussian process implementation which allows 'to efficiently add new data online.

Overview

GopPy (Gaussian Online Processes for Python) is a pure Python module providing a Gaussian process implementation which allows to add new data efficiently online. I wrote this module because all other Python implementations I knew did not support efficient online updates.

The feature list:

• scikit-learn compatible interface.

• Efficient online updates.

• Prediction of first order derivatives.

• Estimation of the log likelihood and its derivative.

• Well documented.

• Good test coverage.

• MIT license.

Documentation

The documentation can be found at https://goppy.readthedocs.io/en/latest/.

Installation

You can install GopPy with pip:

pip install goppy