9254c58e4d
* 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
22 lines
542 B
ReStructuredText
22 lines
542 B
ReStructuredText
#################
|
|
XGBoost Tutorials
|
|
#################
|
|
|
|
This section contains official tutorials inside XGBoost package.
|
|
See `Awesome XGBoost <https://github.com/dmlc/xgboost/tree/master/demo>`_ for more resources.
|
|
|
|
.. toctree::
|
|
:maxdepth: 1
|
|
:caption: Contents:
|
|
|
|
model
|
|
Distributed XGBoost with AWS YARN <aws_yarn>
|
|
Distributed XGBoost with XGBoost4J-Spark <https://xgboost.readthedocs.io/en/latest/jvm/xgboost4j_spark_tutorial.html>
|
|
dart
|
|
monotonic
|
|
feature_interaction_constraint
|
|
input_format
|
|
param_tuning
|
|
external_memory
|
|
|