November 2022
Intermediate to advanced
392 pages
10h 8m
Chinese
Content preview from Python算法交易
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通过机器学习预测市场动向
｜
189
Hastie
等（
2008
）和詹姆斯等（
2013
）这些书对流行的机器学习技术和算法进行了
全面的数学概述：
Hastie, Trevor, Robert Tibshirani, and Jerome Friedman. 2008.
The Elements of
Statistical Learning
. 2nd ed. New York: Springer.
James, Gareth, Daniela Witten, Trevor Hastie, and Robert Tibshirani. 2013.
Introduction
to Statistical Learning
. New York: Springer.
有关深度学习和
Keras
的更多背景信息，请参阅以下书籍：
Chollet, Francois. 2017.
Deep Learning with Python
. Shelter Island: Manning.
Goodfellow, Ian, Yoshua Bengio, and Aaron Courville. 2016.
Deep Learning
.
Cambridge: MIT Press.
http://deeplearningbook.org
.
5.6 Python
脚本
本节介绍了本章中引用和使用的
Python
脚本。
5.6.1
线性回归回测类
下面展示了一个类的
Python
代码，它对用于预测市场走势的、基于线性回归的策略 ...
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