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Tools to create designs of experiments

Project description

tests

experiment-design: Tools to create and extend experiment plans

Documentation is under construction. You can install using

pip install experiment-design

See demos for example usage.

Create and extend Latin hypercube designs (LHD)

LHD extension by doubling the sample size (source)

LHS extension by doubling

LHD extension by adding a single sample at a time (source)

LHS extension one by one

Extending an existing sampling locally following LHD rules (source)

Local LHS extension

Orthogonal designs with any[^1] distribution (source)

OS extension by doubling

[^1]: As long as it is supported by scipy.stats

Create and extend correlated designs (source)

Correlated LHS

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