Gradient Boost Decision Tree

GBDT的原理和应用周二、周三参加了 QCon上海2017|全球软件开发大会,听了几场机器学习相关的 Session,多次提及 GBDT(Gradient Boost Decision Tree),并且在模型演化历史中,都有很重要或者最重要的地位。如《Pinterest如何利用…知乎专栏文西​字节跳动 架构师 [https://zhuanlan.zhihu.com/p/30339807]

Random Forest

XGBoost versus Random ForestThis article explores the superiority of XGBoost over Random Forest subject to certain circumstances.Geek CultureAman Gupta [https://medium.com/geekculture/xgboost-versus-random-forest-898e42870f30]

Deep Learning with Python

Deep Learning with Python, Second Edition [https://learning.oreilly.com/library/view/deep-learning-with/9781617296864/] current reading: https://learning.oreilly.com/library/view/deep-learning-with/9781617296864/OEBPS/Text/02.htm#heading_id_5 Chapter 7