34 lines
1.5 KiB
Markdown
34 lines
1.5 KiB
Markdown
XGBoost R Package for Scalable GBM
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==================================
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[](https://cran.r-project.org/web/packages/xgboost)
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[](https://cran.rstudio.com/web/packages/xgboost/index.html)
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[](http://xgboost.readthedocs.org/en/latest/R-package/index.html)
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Resources
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---------
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* [XGBoost R Package Online Documentation](http://xgboost.readthedocs.org/en/latest/R-package/index.html)
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- Check this out for detailed documents, examples and tutorials.
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Installation
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------------
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We are [on CRAN](https://cran.r-project.org/web/packages/xgboost/index.html) now. For stable/pre-compiled(for Windows and OS X) version, please install from CRAN:
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```r
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install.packages('xgboost')
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```
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For more detailed installation instructions, please see [here](http://xgboost.readthedocs.org/en/latest/build.html#r-package-installation).
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Examples
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--------
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* Please visit [walk through example](demo).
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* See also the [example scripts](../demo/kaggle-higgs) for Kaggle Higgs Challenge, including [speedtest script](../demo/kaggle-higgs/speedtest.R) on this dataset and the one related to [Otto challenge](../demo/kaggle-otto), including a [RMarkdown documentation](../demo/kaggle-otto/understandingXGBoostModel.Rmd).
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Development
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-----------
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* See the [R Package section](https://xgboost.readthedocs.io/en/latest/contribute.html#r-package) of the contributors guide.
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