Hendrik/xgboost

History

Scott Lundberg 78c4188cec SHAP values for feature contributions (#2438 )

* SHAP values for feature contributions

* Fix commenting error

* New polynomial time SHAP value estimation algorithm

* Update API to support SHAP values

* Fix merge conflicts with updates in master

* Correct submodule hashes

* Fix variable sized stack allocation

* Make lint happy

* Add docs

* Fix typo

* Adjust tolerances

* Remove unneeded def

* Fixed cpp test setup

* Updated R API and cleaned up

* Fixed test typo

2017-10-12 12:35:51 -07:00

..

resolving not-CRAN issues

2015-01-20 15:51:42 -08:00

[R package] GPU support (#2732 )

2017-09-28 18:15:28 -05:00

[R] xgb.importance: fix for multiclass gblinear, new 'trees' parameter (#2388 )

2017-06-07 13:13:21 -05:00

SHAP values for feature contributions (#2438 )

2017-10-12 12:35:51 -07:00

[R package] GPU support (#2732 )

2017-09-28 18:15:28 -05:00

SHAP values for feature contributions (#2438 )

2017-10-12 12:35:51 -07:00

Fix typo (#2264 )

2017-05-07 16:54:48 -07:00

.Rbuildignore

fix namespace and desc

2015-07-24 11:58:02 -07:00

cleanup

Bump up version number, add cleanup script (#1886 )

2016-12-18 15:11:43 -08:00

configure

fix #2228 (#2238 )

2017-04-29 18:44:08 -07:00

configure.ac

fix #2228 (#2238 )

2017-04-29 18:44:08 -07:00

DESCRIPTION

[R package] GPU support (#2732 )

2017-09-28 18:15:28 -05:00

LICENSE

modify licence and desc to standard format

2014-08-30 12:11:15 -07:00

NAMESPACE

[R] native routines registration (#2290 )

2017-05-14 11:00:46 -07:00

README.md

[R] maintenance Apr 2017 (#2237 )

2017-05-01 22:51:34 -07:00

README.md

XGBoost R Package for Scalable GBM

Resources

XGBoost R Package Online Documentation
- Check this out for detailed documents, examples and tutorials.

Installation

We are on CRAN now. For stable/pre-compiled(for Windows and OS X) version, please install from CRAN:

install.packages('xgboost')

For more detailed installation instructions, please see here.

Examples

Please visit walk through example.
See also the example scripts for Kaggle Higgs Challenge, including speedtest script on this dataset and the one related to Otto challenge, including a RMarkdown documentation.

Development

See the R Package section of the contributiors guide.