没有合适的资源?快使用搜索试试~ 我知道了~
资源推荐
资源详情
资源评论
Yves Hilpisch
Yves Hilpisch
Python
for Algorithmic
Trading
From Idea to Cloud Deployment
Yves Hilpisch
Python for Algorithmic Trading
From Idea to Cloud Deployment
Boston Farnham Sebastopol
Tokyo
Beijing Boston Farnham Sebastopol
Tokyo
Beijing
978-1-492-05335-4
[LSI]
Python for Algorithmic Trading
by Yves Hilpisch
Copyright © 2021 Yves Hilpisch. All rights reserved.
Printed in the United States of America.
Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA 95472.
O’Reilly books may be purchased for educational, business, or sales promotional use. Online editions are
also available for most titles (http://oreilly.com). For more information, contact our corporate/institutional
sales department: 800-998-9938 or corporate@oreilly.com.
Acquisitions Editor: Michelle Smith
Development Editor: Michele Cronin
Production Editor: Daniel Elfanbaum
Copyeditor: Piper Editorial LLC
Proofreader: nSight, Inc.
Indexer: WordCo Indexing Services, Inc.
Interior Designer: David Futato
Cover Designer: Jose Marzan
Illustrator: Kate Dullea
November 2020: First Edition
Revision History for the First Edition
2020-11-11: First Release
See http://oreilly.com/catalog/errata.csp?isbn=9781492053354 for release details.
The O’Reilly logo is a registered trademark of O’Reilly Media, Inc. Python for Algorithmic Trading, the
cover image, and related trade dress are trademarks of O’Reilly Media, Inc.
The views expressed in this work are those of the author, and do not represent the publisher’s views.
While the publisher and the author have used good faith efforts to ensure that the information and
instructions contained in this work are accurate, the publisher and the author disclaim all responsibility
for errors or omissions, including without limitation responsibility for damages resulting from the use of
or reliance on this work. Use of the information and instructions contained in this work is at your own
risk. If any code samples or other technology this work contains or describes is subject to open source
licenses or the intellectual property rights of others, it is your responsibility to ensure that your use
thereof complies with such licenses and/or rights. This book is not intended as financial advice. Please
consult a qualified professional if you require financial advice.
Table of Contents
Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ix
1.
Python and Algorithmic Trading. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Python for Finance 1
Python Versus Pseudo-Code 2
NumPy and Vectorization 3
pandas and the DataFrame Class 5
Algorithmic Trading 7
Python for Algorithmic Trading 11
Focus and Prerequisites 13
Trading Strategies 13
Simple Moving Averages 14
Momentum 14
Mean Reversion 14
Machine and Deep Learning 15
Conclusions 15
References and Further Resources 15
2.
Python Infrastructure. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
Conda as a Package Manager 19
Installing Miniconda 19
Basic Operations with Conda 21
Conda as a Virtual Environment Manager 27
Using Docker Containers 30
Docker Images and Containers 31
Building a Ubuntu and Python Docker Image 31
Using Cloud Instances 36
RSA Public and Private Keys 38
iii
剩余379页未读,继续阅读
资源评论
上山砍菜
- 粉丝: 0
- 资源: 225
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
最新资源
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功