Description: SocrataR provides an interface to the

Title: Interfaz interactiva con fines didacticos
Suggests: ggplot2, VGAM, shinyjs, ggExtra, grid, gridExtra
Maintainer: Jose D. Loera <jose.loera@inegi.org.mx>
Description: Este paquete tiene la finalidad de ayudar a aprender de una forma interactiva, teniendo ejemplos y la posibilidad de resolver nuevos al mismo tiempo. Apuntes de clase interactivos.

Title: Implements the SoftBart Algorithm
person(c("Antonio", "R."), "Linero", email = "antonio.linero@austin.utexas.edu", role = c("aut", "cre"))
Description: Implements the SoftBart model of described by Linero and Yang (2018) <doi:10.1111/rssb.12293>, with the optional use of a sparsity-inducing prior to allow for variable selection. For usability, the package maintains the same style as the 'BayesTree' package.
methods, caret, truncnorm, progress, MASS
Maintainer: Antonio R. Linero <antonio.linero@austin.utexas.edu>

Description: This package comprises some soft clustering algorithms. Presently,
it contains classic k-means and the following rough k-means variants:
Lingras & West, Peters, and PI rough k-means.

Description: It contains soft clustering algorithms, in particular approaches derived from rough set theory: Lingras & West original rough k-means, Peters' refined rough k-means, and PI rough k-means. It also contains classic k-means and a corresponding illustrative demo.

Title: Classification Random Forests for Soft Decision Trees
Description: Performs random forests for soft decision trees for a
classification problem.  Current limitations are for a maximum depth of 5
resulting in 16 terminal nodes.  Some data cleaning is required before
input.  Final graphic output requires currently requires exporting to 'Microsoft
Excel' for visualization.  Method based on Irsoy, Yildiz and Alpaydin (2012, ISBN: 978-4-9906441-1-6).

person('Felix', 'Andrews', role = 'ctb', comment = 'For the code copied from the hydromad::SCEoptim function (Version: 0.9-15) which is not on r-cran (https://github.com/floybix/hydromad). The SCEoptim function is adapted, and substantially revised from Brecht Donckels MATLAB code which is in turn adopted from Qingyun Duans MATLAB code'),
person('Brecht', 'Donckels', role = 'ctb', comment = 'For the Matlab code which was adapted and reviesed in the hydromad::SCEoptim function.'),
person('Qingyun', 'Duan', role = 'ctb', comment = 'For the MATLAB code adapted from Brecht Donkels.'))
Description: Provides functions for (1) soil water retention and unsaturated hydraulic conductivity (van Genuchten-Mualem (vGM/vG) (van Genuchten (1980) <doi:10.2136/sssaj1980.03615995004400050002x>; Mualem (1976) <doi:10.1029/WR012i003p00513>), Peters-Durner-Iden (PDI) (Peters (2013) <doi:10.1002/wrcr.20548>; Iden and Durner (2013) <doi:10.1002/2014WR015937>; Peters (2014) <doi:10.1002/2014WR015937>)), (2) fitting of parameter for soil water retention (SWC) and/or unsaturated hydraulic conductivity function (Ku) using Shuffled Complex Evolution (SCE) optimisation and (3) calculation of soil hydraulic properties (unsaturated hydraulic conductivities and soil water contents) based on the simplfied evaporation method (SEM) (Peters and Durner (2008) <doi:10.1016/j.jhydrol.2008.04.016>).
Felix Andrews [ctb] (For the code copied from the hydromad::SCEoptim
function (Version: 0.9-15) which is not on r-cran
(https://github.com/floybix/hydromad). The SCEoptim function is
adapted, and substantially revised from Brecht Donckels MATLAB code
which is in turn adopted from Qingyun Duans MATLAB code),
Brecht Donckels [ctb] (For the Matlab code which was adapted and
reviesed in the hydromad::SCEoptim function.),
Qingyun Duan [ctb] (For the MATLAB code adapted from Brecht Donkels.)