base64enc, bookdown (>= 0.8), digest, downlit (>= 0.4.1),
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 (>=
0.18), xml2, yaml

Model Distillation and Interpretability Methods for Machine
Learning Models
c(
person("Brian", "Cho", role = "aut"),
person("Theo", "Saarinen", role = c("aut","cre"), email = "theo_s@berkeley.edu"),
person("Jasjeet", "Sekhon", role = "aut"),
person("Simon", "Walter", role = "aut")
)
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.
ggplot2, glmnet, Rforestry, MASS, dplyr, R6 (>= 2.0),
checkmate, purrr, tidyr, data.table, mltools, gridExtra
'predictor.R' 'interpret.R' 'distiller.R' 'plotter.R'
'surrogate.R'
Brian Cho [aut],
Theo Saarinen [aut, cre],
Jasjeet Sekhon [aut],
Simon Walter [aut]

Method Functions for Confidence Intervals and to Distill
Information from an Object
Some very simple method functions for confidence interval
calculation and to distill pertinent information from a
potentially complex object; primarily used in common with
packages extRemes and SpatialVx.

Some very simple method functions for confidence interval calculation and to distill pertinent information from a potentially complex object; primarily used in common with packages extRemes and SpatialVx.

Some very simple method functions for confidence interval calculation, bootstrap resampling, and to distill pertinent information from a potentially complex object; primarily used in common with packages extRemes and SpatialVx.

Some very simple method functions for confidence interval calculation, bootstrap resampling aimed at atmospheric science applications, and to distill pertinent information from a potentially complex object; primarily used in common with packages extRemes and SpatialVx.