March 2016
Intermediate to advanced
456 pages
16h 42m
English
Content preview from Practical Probabilistic ProgrammingBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Chapter 7. Object-oriented probabilistic modeling
This chapter covers
- Using object-oriented (OO) programming techniques to organize complex probabilistic models
- Combining OO techniques with concepts from relational databases, using objects and relationships between objects to create flexible models
- Figaro constructs for OO modeling, including element collections and references
- Using Figaro constructs to represent uncertainty about object types and relationships
In the previous chapter, you learned all about how collections can be used to structure probabilistic programs. This chapter continues with the theme of using common programming language constructs to build probabilistic programs. The theme of this chapter is using object-oriented ...
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