3 Commits

Author SHA1 Message Date
Andrew Thia
9254c58e4d [TREE] add interaction constraints (#3466)
* add interaction constraints

* enable both interaction and monotonic constraints at the same time

* fix lint

* add R test, fix lint, update demo

* Use dmlc::JSONReader to express interaction constraints as nested lists; Use sparse arrays for bookkeeping

* Add Python test for interaction constraints

* make R interaction constraints parameter based on feature index instead of column names, fix R coding style

* Fix lint

* Add BlueTea88 to CONTRIBUTORS.md

* Short circuit when no constraint is specified; address review comments

* Add tutorial for feature interaction constraints

* allow interaction constraints to be passed as string, remove redundant column_names argument

* Fix typo

* Address review comments

* Add comments to Python test
2018-09-04 09:35:39 -07:00
Nan Zhu
31d1baba3d [jvm-packages] Tutorial of XGBoost4J-Spark (#3534)
* add back train method but mark as deprecated

* add back train method but mark as deprecated

* fix scalastyle error

* fix scalastyle error

* add new

* update doc

* finish Gang Scheduling

* more

* intro

* Add sections: Prediction, Model persistence and ML pipeline.

* Add XGBoost4j-Spark MLlib pipeline example

* partial finished version

* finish the doc

* adjust code

* fix the doc

* use rst

* Convert XGBoost4J-Spark tutorial to reST

* Bring XGBoost4J up to date

* add note about using hdfs

* remove duplicate file

* fix descriptions

* update doc

* Wrap HDFS/S3 export support as a note

* update

* wrap indexing_mode example in code block
2018-08-03 21:17:50 -07:00
Philip Hyunsu Cho
05b089405d
Doc modernization (#3474)
* Change doc build to reST exclusively

* Rewrite Intro doc in reST; create toctree

* Update parameter and contribute

* Convert tutorials to reST

* Convert Python tutorials to reST

* Convert CLI and Julia docs to reST

* Enable markdown for R vignettes

* Done migrating to reST

* Add guzzle_sphinx_theme to requirements

* Add breathe to requirements

* Fix search bar

* Add link to user forum
2018-07-19 14:22:16 -07:00