Welcome to GopPy’s documentation!
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.
Contents: