[Doc] Add dtreeviz as a showcase example of integration with 3rd-party software (#6013)

This commit is contained in:
Philip Hyunsu Cho 2020-08-13 20:53:59 -07:00 committed by GitHub
parent e3ec7b01df
commit 511bb22ffd
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23

View File

@ -138,6 +138,7 @@ Send a PR to add a one sentence description:)
Open source integrations with XGBoost:
* [Neptune.ai](http://neptune.ai/) - Experiment management and collaboration tool for ML/DL/RL specialists. Integration has a form of the [XGBoost callback](https://docs.neptune.ai/integrations/xgboost.html) that automatically logs training and evaluation metrics, as well as saved model (booster), feature importance chart and visualized trees.
* [Optuna](https://optuna.org/) - An open source hyperparameter optimization framework to automate hyperparameter search. Optuna integrates with XGBoost in the [XGBoostPruningCallback](https://optuna.readthedocs.io/en/stable/reference/integration.html#optuna.integration.XGBoostPruningCallback) that let users easily prune unpromising trials.
* [dtreeviz](https://github.com/parrt/dtreeviz) - A python library for decision tree visualization and model interpretation. Starting from version 1.0, dtreeviz is able to visualize tree ensembles produced by XGBoost.
## Awards
- [John Chambers Award](http://stat-computing.org/awards/jmc/winners.html) - 2016 Winner: XGBoost R Package, by Tong He (Simon Fraser University) and Tianqi Chen (University of Washington)