doers

A Rust port of pyDOE and pyDOE2

Rust crate for generating Design Of Experiments (DOE)

TODO

• Finish implementing all core functionality from pyDOE
• Maybe add more newer design patters and / or other functional to help with generating experiments

Credits

original Scilab code was originally made by:

• Copyright (C) 2012 - Maria Christopoulou

• Copyright (C) 2012 - 2013 - Michael Baudin

• Copyright (C) 2010 - 2011 - INRIA - Michael Baudin

• Copyright (C) 2009 - Yann Collette

• Copyright (C) 2009 - CEA - Jean-Marc Martinez

• Website: scidoe

converted to Python and worked on by:

• Copyright (C) 2014 - Abraham D. Lee

• git repo: pyDOE

• Copyright (C) 2018 - Rickard Sjögren and Daniel Svensson

• git repo: pyDOE2

Converted to Rust and worked on by:

• Copyright (C) 2024 - Juho N

• git repo: doers

• Cargo.io page: doers

References

• Factorial designs
• Plackett-Burman designs
• Box-Behnken designs
• Central composite designs
• Latin-Hypercube designs
• Surowiec, Izabella, Ludvig Vikström, Gustaf Hector, Erik Johansson, Conny Vikström, and Johan Trygg. “Generalized Subset Designs in Analytical Chemistry.” Analytical Chemistry 89, no. 12 (June 20, 2017): 6491–97. https://doi.org/10.1021/acs.analchem.7b00506.