71 lines
2.5 KiB
Plaintext
71 lines
2.5 KiB
Plaintext
Package: xgboost
|
|
Type: Package
|
|
Title: Extreme Gradient Boosting
|
|
Version: 2.1.0.0
|
|
Date: 2023-08-19
|
|
Authors@R: c(
|
|
person("Tianqi", "Chen", role = c("aut"),
|
|
email = "tianqi.tchen@gmail.com"),
|
|
person("Tong", "He", role = c("aut"),
|
|
email = "hetong007@gmail.com"),
|
|
person("Michael", "Benesty", role = c("aut"),
|
|
email = "michael@benesty.fr"),
|
|
person("Vadim", "Khotilovich", role = c("aut"),
|
|
email = "khotilovich@gmail.com"),
|
|
person("Yuan", "Tang", role = c("aut"),
|
|
email = "terrytangyuan@gmail.com",
|
|
comment = c(ORCID = "0000-0001-5243-233X")),
|
|
person("Hyunsu", "Cho", role = c("aut"),
|
|
email = "chohyu01@cs.washington.edu"),
|
|
person("Kailong", "Chen", role = c("aut")),
|
|
person("Rory", "Mitchell", role = c("aut")),
|
|
person("Ignacio", "Cano", role = c("aut")),
|
|
person("Tianyi", "Zhou", role = c("aut")),
|
|
person("Mu", "Li", role = c("aut")),
|
|
person("Junyuan", "Xie", role = c("aut")),
|
|
person("Min", "Lin", role = c("aut")),
|
|
person("Yifeng", "Geng", role = c("aut")),
|
|
person("Yutian", "Li", role = c("aut")),
|
|
person("Jiaming", "Yuan", role = c("aut", "cre"),
|
|
email = "jm.yuan@outlook.com"),
|
|
person("XGBoost contributors", role = c("cph"),
|
|
comment = "base XGBoost implementation")
|
|
)
|
|
Maintainer: Jiaming Yuan <jm.yuan@outlook.com>
|
|
Description: Extreme Gradient Boosting, which is an efficient implementation
|
|
of the gradient boosting framework from Chen & Guestrin (2016) <doi:10.1145/2939672.2939785>.
|
|
This package is its R interface. The package includes efficient linear
|
|
model solver and tree learning algorithms. The package can automatically
|
|
do parallel computation on a single machine which could be more than 10
|
|
times faster than existing gradient boosting packages. It supports
|
|
various objective functions, including regression, classification and ranking.
|
|
The package is made to be extensible, so that users are also allowed to define
|
|
their own objectives easily.
|
|
License: Apache License (== 2.0) | file LICENSE
|
|
URL: https://github.com/dmlc/xgboost
|
|
BugReports: https://github.com/dmlc/xgboost/issues
|
|
NeedsCompilation: yes
|
|
VignetteBuilder: knitr
|
|
Suggests:
|
|
knitr,
|
|
rmarkdown,
|
|
ggplot2 (>= 1.0.1),
|
|
DiagrammeR (>= 0.9.0),
|
|
Ckmeans.1d.dp (>= 3.3.1),
|
|
vcd (>= 1.3),
|
|
testthat,
|
|
igraph (>= 1.0.1),
|
|
float,
|
|
titanic
|
|
Depends:
|
|
R (>= 4.3.0)
|
|
Imports:
|
|
Matrix (>= 1.1-0),
|
|
methods,
|
|
data.table (>= 1.9.6),
|
|
jsonlite (>= 1.0)
|
|
Roxygen: list(markdown = TRUE)
|
|
RoxygenNote: 7.2.3
|
|
Encoding: UTF-8
|
|
SystemRequirements: GNU make, C++17
|