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Andy Adinets a36c3ed4f4 Added SKLearn-like random forest Python API. (#4148) 
* Added SKLearn-like random forest Python API.

- added XGBRFClassifier and XGBRFRegressor classes to SKL-like xgboost API
- also added n_gpus and gpu_id parameters to SKL classes
- added documentation describing how to use xgboost for random forests,
  as well as existing caveats
2019-03-12 22:28:19 +08:00
..
_static
Doc modernization (#3474)
2018-07-19 14:22:16 -07:00
gpu
Remove various synchronisations from cuda API calls, instrument monitor (#4205)
2019-03-10 15:01:23 +13:00
jvm
Fix snapshot artifact name in docs. (#4196)
2019-03-03 13:27:50 -08:00
python
Make `HistCutMatrix::Init' be aware of groups. (#4115)
2019-02-16 04:39:41 +08:00
R-package
fix typos (#4027)
2018-12-28 00:36:47 +08:00
tutorials
Document limitation of one-split-at-a-time Greedy tree learning heuristic (#4233)
2019-03-08 10:05:39 -08:00
.gitignore
[DOC] Update R doc
2016-01-16 11:52:33 -08:00
build.rst
Update build doc: PyPI wheel now support multi-GPU (#4219)
2019-03-05 13:25:31 -08:00
cli.rst
Doc modernization (#3474)
2018-07-19 14:22:16 -07:00
conf.py
Fix broken doc build due to Matplotlib 3.0 release (#3764)
2018-10-07 13:34:37 -07:00
contribute.rst
Perform clang-tidy on both cpp and cuda source. (#4034)
2019-02-05 16:07:43 +08:00
Doxyfile
[TRAVIS] cleanup travis script
2016-01-16 10:25:12 -08:00
faq.rst
Update faq.rst (#3521)
2018-07-28 10:34:14 -07:00
get_started.rst
replace nround with nrounds to match actual parameter (#3592)
2018-08-15 11:13:53 -07:00
index.rst
Doc modernization (#3474)
2018-07-19 14:22:16 -07:00
julia.rst
Doc modernization (#3474)
2018-07-19 14:22:16 -07:00
Makefile
enable basic sphinx doc
2015-08-01 11:27:13 -07:00
parameter.rst
Fix docs for num_parallel_tree (#4221)
2019-03-06 23:47:51 +08:00
README
Fix doc build (#3126)
2018-02-21 16:57:30 -08:00
requirements.txt
Revert #3677 and #3674 (#3678)
2018-09-06 20:43:17 -07:00
rf.rst
Added SKLearn-like random forest Python API. (#4148)
2019-03-12 22:28:19 +08:00
sphinx_util.py
Doc modernization (#3474)
2018-07-19 14:22:16 -07:00

README 

The documentation of xgboost is generated with recommonmark and sphinx.

You can build it locally by typing "make html" in this folder.

Checkout https://recommonmark.readthedocs.org for guide on how to write markdown with extensions used in this doc, such as math formulas and table of content.