Welcome to TradeMaster’s documentation!

Note

This project is under active development.

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Get Started

• Prerequisites
• Installation
  • Linux Installation
  • Windows Installation
  • MacOS Installation
  • Verify the installation
  • Customize Installation
• Introduction
  • Architecture
  • Supported Trading Scenario
  • Model Zoo
• Quick Start

Tutorials

• Tutorial 1: Intraday Crypto Trading with DeepScalper
  • Notebook and Script
• Tutorial 2: Portfolio Management with EIIE on US stocks
  • Notebook and Script
• Tutorial 3: Portfolio Management with SARL
  • Notebook and Script
• Tutorial 4: Order Execution with ETTO
  • Order Execution
  • ETEO
  • Notebook and Script
• Tutorial 5: High Frequency Trading with Double DQN
  • Notebook and Script
• Tutorial 6: Portfolio Management with PPO
  • PPO
  • Notebook and Script

Useful Tools and Scripts

• Evaluation Toolkits: PRUDEX-Compass
  • Install
  • Usages and Examples
  • Acknowledgements
• Missing Value Imputation with CSDI
• Evaluation Toolbox: Market Dynamics Modeling
  • Introduction
  • Market Dynamics Modeling
  • Usage & Example
  • Examples
  • Try out the pipeline online
• Download Data from Yahoo Finance

Reference

• Publication
• File Structure
• External Sources
• Change Log
• New Contributors
• Frequently Asked Questions