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tqchen
2014-02-06 16:06:18 -08:00
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xgboost
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Creater: Tianqi Chen: tianqi.tchen@gmail.com
General Purpose Gradient Boosting Library
Intention: A stand-alone efficient library to do machine learning in functional space
Planned key components (TODO):
(1) Gradient boosting models:
- regression tree
- linear model/lasso
(2) Objectives to support tasks:
- regression
- classification
- ranking
- matrix factorization
- structured prediction
(3) OpenMP support for parallelization(optional)