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11 Commits

Author SHA1 Message Date
DIVYA CHAUHAN
4e9c4f2d73
Create a tutorial for using the C API in a C/C++ application (#6285) 
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2020-10-27 12:19:20 -07:00
Yuan Tang
dfcdfabf1f
Move dask tutorial closer other distributed tutorials (#5613) 2020-04-28 02:24:00 +08:00
Philip Hyunsu Cho
5fc5ec539d
Implement robust regularization in 'survival:aft' objective (#5473) 
* Robust regularization of AFT gradient and hessian

* Fix AFT doc; expose it to tutorial TOC

* Apply robust regularization to uncensored case too

* Revise unit test slightly

* Fix lint

* Update test_survival.py

* Use GradientPairPrecise

* Remove unused variables
 2020-04-04 12:21:24 -07:00
Jiaming Yuan
27b3646d29
Tests and documents for new JSON routines. (#5120) 2019-12-18 08:44:27 +08:00
Jiaming Yuan
b8433c455a
Rewrite Dask interface. (#4819) 2019-09-25 01:30:14 -04:00
Mingjie Tang
beb7b295a8 Add tutorial for distributed training and batch prediction with Kubernetes (#4621) 
* provide the readme

* update for format

* reformat

* reformat -2

* update again

* update format

* update w.r.t yinlou's comments

* Add kubernetes tutorial to Table of Contents

* Style edit
 2019-07-14 23:27:27 -07:00
Jiaming Yuan
5b2f805e74
Doc and demo for customized metric and obj. (#4598) 
Co-Authored-By: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
 2019-06-26 16:13:12 +08:00
Philip Hyunsu Cho
515f5f5c47
[RFC] Version 0.90 release candidate (#4475) 
* Release 0.90

* Add script to automatically generate acknowledgment

* Update NEWS.md
 2019-05-20 01:02:44 -07:00
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