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 2. A quick Figaro tutorial
This chapter covers
- Creating models, asserting evidence, running inference, and answering queries
- Understanding the basic building blocks of models
- Building complex models out of these building blocks
Now that you’ve seen what probabilistic programming is all about, you’re ready to get up to speed in Figaro so that you can write your own simple programs and answer queries with them. My goal in this chapter is to introduce you to the most important concepts in Figaro as quickly as possible. Future chapters provide detailed explanations of what the models mean and how they should be understood. So let’s go.
2.1. Introducing Figaro
To start, let’s take a high-level look at Figaro. Figaro, introduced in ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.