November 2022
Intermediate to advanced
392 pages
10h 8m
Chinese
Content preview from Python算法交易
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1
前言
数据主义说宇宙是由数据流组成的，任何现象或实体的价值都取决于它对数
据处理的贡献……数据主义由此打破了动物 [ 人类 ] 和机器之间的障碍，并
期望电子算法最终能够破译并胜过生化算法。
注
1
——尤瓦尔
·
诺亚
·
哈拉利
找到正确的算法来自动、成功地在金融市场进行交易是金融领域的必杀技。以前，
算法交易只适用资金雄厚、管理大量资产的机构参与者。开源、开放数据、云计算
和云存储领域以及在线交易平台的最新发展为小型机构和个人交易者提供了公平的
竞争环境，使他们有可能开始接触这个迷人的学科。因为通常只需配备一台笔记本
或台式电脑以及可靠的互联网连接即可。
如今，
Python
及其强大的软件包生态系统是算法交易的首选技术平台。除此之
外，
Python
允许你进行高效的数据分析
[
例如使用
pandas
（
http://pandas.pydata.
org
）
]
，将机器学习应用于股票市场预测
[
例如使用
scikit-learn
（
http://scikit-
learn.org
）
]
，甚至使用谷歌的深度学习技术
TensorFlow
（
http://tensorflow.org
）。
注 1： 哈拉利，尤瓦尔
·
诺亚。 2015 年 ，《 Homo Deus: A Brief History of Tomorrow》，伦 敦 ：
哈维尔塞克。
2
｜
前言
这是一本关于
Python
算法交易的书，主要是在
alpha
生成策略领域（参见第
1
章）。
这样一本位于两个广阔而令人兴奋的领域交汇处的书很难涵盖所有相关主题，但可
以深入探讨一系列重要的元主题。 ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.