py-design

Design points for random experiments


Keywords
design, random experiment, latin hypercube, sparse grid, computer experiments
License
Other
Install
pip install py-design==2.0

Documentation

Design of Experiments in Python

Description

The py-design package defines the Python module design which implements several routines for the design of experiments. Basically, it serves as a wrapper the Fortran 90 codes for experimental design written by John Burkardt. I have collected, probably, all of them here.

Related Packages

To the best of my knowledge, there is also another Python package implementing several designs called PyDOE. I concentrate more on what is known as randomized designs used in sampling models in order to create surrogate surfaces as well as performing Monte Carlo tasks.

Demos

Here are some demos demonstrating how to use the package:

TODO

  • Add references to each algorithm.