O3PRM’s documentation

The O3PRM language’s purpose is to model Probabilistic Relational Models (PRMs) using a strong object oriented syntax.

Table of contents

• 1. Introduction
  • 1.1. Bayesian Networks
  • 1.2. Probabilistic Relational Models
  • 1.3. Implementation
• 2. Tutorial
  • 2.1. The Water Sprinkler Example
  • 2.2. The Printer Example
  • 2.3. Printers with inheritance
• 3. O3PRM project structure
  • 3.1. Compilation units
  • 3.2. Header syntax
• 4. Type Declaration
  • 4.1. Categorical Types
    • 4.1.1. The boolean type
  • 4.2. Integer Types
  • 4.3. Real Types
• 5. Class Declaration
  • 5.1. Attributes
    • 5.1.1. Tabular Declaration
    • 5.1.2. Rule-based CPT declaration
  • 5.2. Reference Slots
    • 5.2.1. Simple Reference Slots
    • 5.2.2. Complex Reference Slots
  • 5.3. Parameters
• 6. Interface Declaration
• 7. Functions
  • 7.1. Deterministic Functions
  • 7.2. Probabilistic Functions
• 8. Inheritance
  • 8.1. Type Inheritance
  • 8.2. Interface Inheritance
    • 8.2.1. Reference Overloading
    • 8.2.2. Attribute Overloading
  • 8.3. Class Inheritance
    • 8.3.1. Attribute CPT Overloading
  • 8.4. Multiple Inheritance
  • 8.5. Casting and cast descendants
• 9. System Declaration
  • 9.1. Instance declaration
  • 9.2. Assignment
• 10. Query unit declaration
• 11. O3PRM BNF
  • 11.1. O3PRM Language Specification
  • 11.2. O3PRM Query Language Specification
• 12. Examples
  • 12.1. The Water Sprinkler
  • 12.2. The Printer Example
  • 12.3. Printers with inheritance
• 13. Bibliography