[Tune] Added XGBoost tutorial and template (#9060)

* Added XGBoost tutorial and template

* XGBoost tutorial: Cut some clutter

* Apply suggestions from code review

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>

* Added XGboost logo

* Fixed further references

Co-authored-by: Kai Fricke <kai@anyscale.com>
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
This commit is contained in:
krfricke
2020-06-25 15:59:54 -07:00
committed by GitHub
co-authored by Richard Liaw Kai Fricke
parent ab3413c124
commit 22ea8dde84
7 changed files with 1720 additions and 20 deletions
+7
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@@ -25,6 +25,11 @@ Take a look at any of the below tutorials to get started with Tune.
:figure: /images/tune.png
:description: :doc:`A walkthrough to setup your first Tune experiment <tune-tutorial>`
.. customgalleryitem::
:tooltip: Tuning XGBoost parameters.
:figure: /images/xgboost_logo.png
:description: :doc:`A guide to tuning XGBoost parameters with Tune <tune-xgboost>`
.. raw:: html
</div>
@@ -34,6 +39,7 @@ Take a look at any of the below tutorials to get started with Tune.
tune-60-seconds.rst
tune-tutorial.rst
tune-xgboost.rst
User Guides
@@ -161,6 +167,7 @@ PyTorch Examples
XGBoost Example
~~~~~~~~~~~~~~~
- :ref:`XGBoost tutorial <tune-xgboost>`: A guide to tuning XGBoost parameters with Tune.
- `xgboost_example <https://github.com/ray-project/ray/blob/master/python/ray/tune/examples/xgboost_example.py>`__: Trains a basic XGBoost model with Tune with the function-based API and an XGBoost callback.