PyMimic

PyMimic is a pure-Python implementation of linear prediction for real-valued random variables. Linear predictors may be used for curve fitting, kriging, DACE modelling, and Gaussian-process emulation.

Getting started

Get started with PyMimic using the following brief guides.

Tutorials

Get to know PyMimic properly with the following tutorials.

API reference

Get the details of PyMimic’s API using the reference documentation.

License and attribution

PyMimic is free software made available under the GNU General Public License. If you make use of it then please cite the paper 'Linear prediction and curve fitting: Gaussian-process emulation in theory and practice' (forthcoming) by Sylvy Anscombe and Amery Gration.