Title: LIME-Based Explanations with Interpretable Inputs Based on
Description: Local explanations of machine learning models describe, how features contributed to a single prediction.
This package implements an explanation method based on LIME
see Tulio Ribeiro, Singh, Guestrin (2016) <doi:10.1145/2939672.2939778>) in which interpretable
inputs are created based on local rather than global behaviour of each original feature.
Imports: glmnet, ggplot2, partykit, ingredients
Suggests: covr, knitr, rmarkdown, randomForest, DALEX, testthat

person("Mateusz", "Staniak", role = "aut"),
person("Krystian", "Igras", role = "ctb"),
person("Alicja", "Gosiewska", role = "ctb"),
person("Harel", "Lustiger", role = "ctb"),
Imports: glmnet, DALEX, ggplot2, partykit, ingredients
Suggests: covr, knitr, rmarkdown, randomForest, testthat

Title: Package for Sequence Analysis by Local Score
Authors@R: c(person("Sebastian", "Simon", role = "aut"),
person("David", "Robelin", role = c("aut","cre"),
person("Sabine", "Mercier", role = "aut",
person("Sebastien", "Dejean", role = "aut",
person(given="The authors of Eigen the library for the included version of Eigen", role = "cph"))
Copyright: See the file COPYRIGHTS for various embedded Eigen library
Description: Functionalities for calculating the local score and calculating statistical relevance (p-value) to find a local Score in a sequence of given distribution (S. Mercier and J.-J. Daudin (2001) <https://hal.archives-ouvertes.fr/hal-00714174> ; S. Karlin and S. Altschul (1990) <https://www.pnas.org/content/87/6/2264> ; S. Mercier, D. Cellier and F. Charlot (2003) <https://hal.archives-ouvertes.fr/hal-00937529v1> ; A. Lagnoux, S. Mercier and P. Valois (2017) <doi:10.1093/bioinformatics/btw699> ).
The authors of Eigen the library for the included version of Eigen

Description: Functionalities for calculating the local score and calculating statistical relevance (p-value) to find a local Score in a sequence of given distribution (S. Mercier and J.-J. Daudin (2001) <https://hal.archives-ouvertes.fr/hal-00714174>) ; S. Karlin and S. Altschul (1990) <https://www.ncbi.nlm.nih.gov/pmc/articles/PMC53667/>  ; S. Mercier, D. Cellier and F. Charlot (2003) <https://hal.archives-ouvertes.fr/hal-00937529v1> ; A. Lagnoux, S. Mercier and P. Valois (2017) <doi:10.1093/bioinformatics/btw699> ).