AlphaPy Pro Documentation

Introduction

• Introduction
  • Core Functionality
  • Key Features
  • External Packages
• Quick Start
  • Running Your First Model
  • Working with Projects
  • Example Projects
  • Quick Examples
  • Working with Notebooks
  • Next Steps
• Installation
  • Development Installation
  • Dependencies
  • Anaconda Python
  • Platform-Specific Notes
  • Verifying Installation
  • Troubleshooting
• Command Line Interface
  • Basic Usage
  • Core Commands
  • Project Structure Requirements
  • Output Structure
  • Common Workflows
  • Logging and Debugging
  • Tips and Best Practices
• Support
  • Donations

Tutorials

• Kaggle Tutorial
• Market Prediction Tutorial
• Trading System Tutorial

User Guide

• AlphaPy Pro Pipeline
  • Overview
  • Pipeline Architecture
  • Model Configuration
  • Supported Algorithms
  • Feature Engineering
  • Feature Selection
  • Model Training
  • Model Evaluation
  • Ensemble Methods
  • Visualization
  • Output Structure
  • Advanced Features
  • Best Practices
• Project Structure
  • Overview
  • Basic Project Layout
  • Creating a New Project
  • Directory Details
  • Model Configuration (model.yml)
  • Configuration Sections
  • Algorithm Configuration (algos.yml)
  • Time Series Projects
  • Best Practices
  • Example Projects
• MarketFlow
  • Overview
  • Modern Data Sources
  • Data Format and Structure
  • Configuration
  • Variable Definition Language (VDL)
  • Advanced Features
  • Running MarketFlow
  • Output Structure
  • Trading Systems Integration
  • Example Applications
  • Performance Analytics
  • Best Practices

API Reference

• alphapy
  • alphapy package

Indices and tables

• Index

• Module Index

• Search Page