Hendrik/xgboost
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity
xgboost/doc
History
Jiaming Yuan 001503186c
Rewrite approx (#7214) 
This PR rewrites the approx tree method to use codebase from hist for better performance and code sharing.

The rewrite has many benefits:
- Support for both `max_leaves` and `max_depth`.
- Support for `grow_policy`.
- Support for mono constraint.
- Support for feature weights.
- Support for easier bin configuration (`max_bin`).
- Support for categorical data.
- Faster performance for most of the datasets. (many times faster)
- Support for prediction cache.
- Significantly better performance for external memory.
- Unites the code base between approx and hist.
2022-01-10 21:15:05 +08:00
..
_static
[doc] Use RTD theme. (#7346)
2021-10-19 23:49:19 -07:00
contrib
[Breaking] Accept multi-dim meta info. (#7405)
2021-11-18 23:02:54 +08:00
gpu
[CI] CI cost saving (#7407)
2021-11-17 21:02:20 -08:00
jvm
[doc][jvm-packages] Update information about Python tracker. [skip ci] (#7396)
2021-11-05 05:55:13 +08:00
python
[doc] Include dask examples into doc. (#7530)
2022-01-05 03:27:22 +08:00
R-package
Fix spelling in documents (#6948)
2021-05-11 20:44:36 +08:00
tutorials
[doc] Include dask examples into doc. (#7530)
2022-01-05 03:27:22 +08:00
.gitignore
[DOC] Update R doc
2016-01-16 11:52:33 -08:00
build.rst
Updated CMake version requirement in build.rst (#7487)
2021-11-27 09:58:01 +08:00
c.rst
[doc] Include dask examples into doc. (#7530)
2022-01-05 03:27:22 +08:00
c++.rst
Export c++ headers in CMake installation. (#4897)
2019-10-06 23:53:09 -04:00
cli.rst
Fix broken link in CLI doc (#6396)
2020-11-14 17:58:07 -08:00
conf.py
[doc] Include dask examples into doc. (#7530)
2022-01-05 03:27:22 +08:00
Doxyfile.in
Refactor CMake scripts. (#4323)
2019-04-15 10:08:12 -07:00
dump.schema
Add JSON schema to model dump. (#5660)
2020-05-15 10:18:43 +08:00
faq.rst
Update Python intro. [skip ci] (#7235)
2021-09-21 02:47:09 +00:00
get_started.rst
Reorganize the installation documents. (#6877)
2021-04-22 04:48:32 +08:00
index.rst
[doc] Capitalize section headers (#6976)
2021-05-21 11:31:05 +08:00
install.rst
[CI] Automatically build GPU-enabled R package for Windows (#7185)
2021-08-25 02:11:01 -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
model.schema
[breaking] Save booster feature info in JSON, remove feature name generation. (#6605)
2021-02-25 18:54:16 +08:00
parameter.rst
Rewrite approx (#7214)
2022-01-10 21:15:05 +08:00
prediction.rst
[R] Fix global feature importance and predict with 1 sample. (#7394)
2021-11-05 10:07:00 +08:00
README
Fix doc build (#3126)
2018-02-21 16:57:30 -08:00
requirements.txt
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
sphinx_util.py
[python-package] remove unused imports (#5776)
2020-06-11 16:50:27 +08:00
treemethod.rst
[doc] Use cross references in sphinx doc. (#7522)
2022-01-05 03:21:25 +08:00
xgboost_doc.yml
[doc] Use RTD theme. (#7346)
2021-10-19 23:49:19 -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.