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Bayesian Programming
Pierre Bessiere
Emmanuel Mazer
Juan Ahuactzin
Kamel Mekhnacha
出版
CRC Press
, 2013-12-20
主題
Business & Economics / Statistics
Computers / Machine Theory
Mathematics / Probability & Statistics / General
Technology & Engineering / Environmental / General
Technology & Engineering / Automation
Computers / Mathematical & Statistical Software
ISBN
1439880336
9781439880333
URL
http://books.google.com.hk/books?id=xQnSBQAAQBAJ&hl=&source=gbs_api
EBook
SAMPLE
註釋
A new modeling methodology, new inference algorithms, new programming languages, and new hardware are all needed to create a complete Bayesian computing framework. Focusing on the methodology and algorithms, this book describes the first steps toward reaching that goal. It emphasizes probability as an alternative to Boolean logic, covering new methods to build probabilistic programs for real-world applications. The book encourages readers to explore emerging areas and develop new programming languages and hardware architectures. A Python package is available on a supplementary website.