Packaged: 2020-12-02 19:56:08 UTC; jjallaire

Imports: utils, stats, tools, rmarkdown (>= 2.6), bookdown (>= 0.8),
Packaged: 2021-01-13 12:00:29 UTC; jjallaire

Imports: utils, stats, tools, rmarkdown (>= 2.11), bookdown (>= 0.8),
xfun (>= 0.2), htmltools, jsonlite (>= 1.3), lubridate (>=
1.7.10), png, mime, rstudioapi, rprojroot, xml2, base64enc,
whisker, stringr, knitr (>= 1.15.6), digest, yaml, openssl,
Packaged: 2021-10-13 14:27:55 UTC; jjallaire

person("Christophe", "Dervieux", , "cderv@rstudio.com", role = c("aut", "cre"),
person("JJ", "Allaire", , "jj@rstudio.com", role = c("aut"),
person("Rich", "Iannone", role = "aut"),
person("Alison", "Presmanes Hill", role = "aut",
person(, "RStudio, PBC", role = c("cph", "fnd")),
person(, "Google LLC", role = c("ctb", "cph"),
person(, "The Polymer Authors", role = c("ctb", "cph"),
person("Gábor", "Csárdi", role = c("ctb", "cph"),
Description: Scientific and technical article format for the web.
'Distill' articles feature attractive, reader-friendly typography,
flexible layout options for visualizations, and full support for
Imports: base64enc, bookdown (>= 0.8), digest, downlit (>= 0.2),
htmltools, jsonlite (>= 1.3), knitr (>= 1.15.6), lubridate (>=
1.7.10), mime, openssl, png, rmarkdown (>= 2.11), rprojroot,
rstudioapi, stats, stringr, tools, utils, whisker, xfun (>=
Suggests: covr, DiagrammeR, htmlwidgets, progress, r2d3, rsconnect,

Imports: base64enc, bookdown (>= 0.8), digest, downlit (>= 0.4.1),

Title: Model Distillation and Interpretability Methods for Machine
person("Jasjeet", "Sekhon", role = "aut"),
Description: Provides several methods for model distillation and interpretability
for general black box machine learning models and treatment effect estimation
methods. For details on the algorithms implemented, see <https://forestry-labs.github.io/distillML/index.html>
Brian Cho, Theo F. Saarinen, Jasjeet S. Sekhon, Simon Walter.
Imports: ggplot2, glmnet, Rforestry, MASS, dplyr, R6 (>= 2.0),
checkmate, purrr, tidyr, data.table, mltools, gridExtra
Collate: 'predictor.R' 'interpret.R' 'distiller.R' 'plotter.R'