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Python for Algorithmic Trading Cookbook

You're reading from   Python for Algorithmic Trading Cookbook Recipes for designing, building, and deploying algorithmic trading strategies with Python

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Product type Paperback
Published in Aug 2024
Publisher Packt
ISBN-13 9781835084700
Length 404 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Jason Strimpel Jason Strimpel
Author Profile Icon Jason Strimpel
Jason Strimpel
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Table of Contents (16) Chapters Close

Preface 1. Chapter 1: Acquire Free Financial Market Data with Cutting-Edge Python Libraries FREE CHAPTER 2. Chapter 2: Analyze and Transform Financial Market Data with pandas 3. Chapter 3: Visualize Financial Market Data with Matplotlib, Seaborn, and Plotly Dash 4. Chapter 4: Store Financial Market Data on Your Computer 5. Chapter 5: Build Alpha Factors for Stock Portfolios 6. Chapter 6: Vector-Based Backtesting with VectorBT 7. Chapter 7: Event-Based Backtesting Factor Portfolios with Zipline Reloaded 8. Chapter 8: Evaluate Factor Risk and Performance with Alphalens Reloaded 9. Chapter 9: Assess Backtest Risk and Performance Metrics with Pyfolio 10. Chapter 10: Set Up the Interactive Brokers Python API 11. Chapter 11: Manage Orders, Positions, and Portfolios with the IB API 12. Chapter 12: Deploy Strategies to a Live Environment 13. Chapter 13: Advanced Recipes for Market Data and Strategy Management 14. Index 15. Other Books You May Enjoy

Set Up the Interactive Brokers Python API

In Chapters 1 through 9, we learned the foundational tools and techniques of algorithmic trading. Now, we’ll put this into practice using Python with the Interactive Brokers (IB) API and Trader Workstation (TWS). TWS is an advanced trading platform that is used by a wide range of traders, both professional and retail. You may consider alternatives to IB that offer API access. Some other brokers include Alpaca, Think Or Swim, Tasty Trade, and Tradier. When opening an account, make sure to consider market access, account type, commissions, and other factors when selecting a broker. Different brokers and account types may have different costs and restrictions.

TWS is known for its suite of trading tools and features that really enhance the trading experience. TWS is equipped with robust risk management tools so traders can effectively manage and mitigate potential trading risks. IB has unparalleled global market access with the ability...

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