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Oct, 2017
TF Boosted Trees：一种基于TensorFlow的可伸缩梯度提升框架
TF Boosted Trees: A scalable TensorFlow based framework for gradient boosting
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Natalia Ponomareva, Soroush Radpour, Gilbert Hendry, Salem Haykal, Thomas Colthurst...
TL;DR
TF Boosted Trees是一种基于TensorFlow的新型开源框架，用于分布式训练梯度提升树，其特点包括新颖的架构、自动损失分化、逐层提升、多类别处理和各种规范化技术等。
Abstract
tf boosted trees
(TFBT) is a new open-sourced frame-work for the
distributed training
of
gradient boosted trees
. It is based on
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