DOC: Added new demo to index
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basic_walkthrough Basic feature walkthrough
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caret_wrapper Use xgboost to train in caret library
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custom_objective Cutomize loss function, and evaluation metric
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boost_from_prediction Boosting from existing prediction
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predict_first_ntree Predicting using first n trees
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