latin-hypercube

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SanPen / GridCal

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GridCal, a cross-platform power systems solver written in Python with user interface and embedded python console

python windows linux osx simulation helm levenberg-marquardt monte-carlo-simulation electrical electrical-engineering newton-raphson powerflow latin-hypercube cim comon-information-model stochastic-power-flow

Updated Jul 1, 2020
Python

tirthajyoti / Design-of-experiment-Python

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Design-of-experiment (DOE) generator for science, engineering, and statistics

science experiment statistics analytics matrix random-generation dataframe design-of-experiments factors latin-hypercube

Updated Jul 26, 2019
Jupyter Notebook

sahilm89 / lhsmdu

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This is an implementation of Deutsch and Deutsch, "Latin hypercube sampling with multidimensional uniformity", Journal of Statistical Planning and Inference 142 (2012) , 763-772

python statistics python3 sampling latin-hypercube latin-hypercube-sampling

Updated Jun 2, 2020
HTML

SURGroup / UQpy

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Add Theory to Users Manual / Docstrings

mds2120 commented Oct 17, 2018

Each section of the Users Manual should have a small discussion of theory behind the method. This should be just enough to understand the inputs and outputs, without derivations (typically no more than one page, see e.g. Nataf). If the theory is complex and requires elaborate discussion, references should be provided that give adequate background to the user.