Hgboost

Latest version: v1.1.6

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* Fix for early_stopping_rounds. This parameter was moved in the xgboost library.

* Fix for lightboost where the stopping rounds is differently defined.
Issue 16

* datazets is added for examples
* wget removed
* update docstrings

* Fix for error in seaborn regplot (issue: 13)

* Various improvements
* Docstrings updated
* Plots updated

* Added GPU support. More information can be found [here](https://erdogant.github.io/hgboost/pages/html/Performance.html#gpu-support)

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