lhs - Latin Hypercube Samples

Provides a number of methods for creating and augmenting Latin Hypercube Samples and Orthogonal Array Latin Hypercube Samples.

Last updated 9 months ago

latin-hypercubelatin-hypercube-samplelatin-hypercube-samplinglhsorthogonal-arrayscpp

13.95 score 44 stars 108 dependents 1.5k scripts 31k downloads

triangle - Distribution Functions and Parameter Estimates for the Triangle Distribution

Provides the "r, q, p, and d" distribution functions for the triangle distribution. Also includes maximum likelihood estimation of parameters.

Last updated 7 months ago

triangletriangle-distribution

8.01 score 3 stars 21 dependents 293 scripts 3.7k downloads

tornado - Plots for Model Sensitivity and Variable Importance

Draws tornado plots for model sensitivity to univariate changes. Implements methods for many modeling methods including linear models, generalized linear models, survival regression models, and arbitrary machine learning models in the caret package. Also draws variable importance plots.

Last updated 7 months ago

explanabilityregressionsensitivity-analysis

4.85 score 7 stars 4 scripts 262 downloads

SOAs - Creation of Stratum Orthogonal Arrays

Creates stratum orthogonal arrays (also known as strong orthogonal arrays). These are arrays with more levels per column than the typical orthogonal array, and whose low order projections behave like orthogonal arrays, when collapsing levels to coarser strata. Details are described in Groemping (2022) "A unifying implementation of stratum (aka strong) orthogonal arrays" <http://www1.bht-berlin.de/FB_II/reports/Report-2022-002.pdf>.

Last updated 1 years ago

3.18 score 3 stars 2 scripts 290 downloads