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Merge pull request #106 from tqchen/master

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pull master into unity
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Tianqi Chen
2014-11-21 08:56:01 -08:00
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demo/README.md
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@@ -8,12 +8,30 @@ This folder contains the all example codes using xgboost.
Features Walkthrough
====
This is a list of short codes introducing different functionalities of xgboost and its wrapper.
* Basic walkthrough of wrappers [python](guide-python/basic_walkthrough.py)
* Cutomize loss function, and evaluation metric [python](guide-python/custom_objective.py)
* Boosting from existing prediction [python](guide-python/boost_from_prediction.py)
* Predicting using first n trees [python](guide-python/predict_first_ntree.py)
* Generalized Linear Model [python](guide-python/generalized_linear_model.py)
* Cross validation [python](guide-python/cross_validation.py)
* Basic walkthrough of wrappers
[python](guide-python/basic_walkthrough.py)
[R](../R-package/demo/basic_walkthrough.R)
[Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/basic_walkthrough.jl)
* Cutomize loss function, and evaluation metric
[python](guide-python/custom_objective.py)
[R](../R-package/demo/custom_objective.R)
[Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/custom_objective.jl)
* Boosting from existing prediction
[python](guide-python/boost_from_prediction.py)
[R](../R-package/demo/boost_from_prediction.R)
[Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/boost_from_prediction.jl)
* Predicting using first n trees
[python](guide-python/predict_first_ntree.py)
[R](../R-package/demo/boost_from_prediction.R)
[Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/boost_from_prediction.jl)
* Generalized Linear Model
[python](guide-python/generalized_linear_model.py)
[R](../R-package/demo/generalized_linear_model.R)
[Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/generalized_linear_model.jl)
* Cross validation
[python](guide-python/cross_validation.py)
[R](../R-package/demo/cross_validation.R)
[Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/cross_validation.jl)
Basic Examples by Tasks
====