Practical probabilistic programming with monads.

Adam Scibior Zoubin Ghahramani Andrew D. Gordon

Published in: Haskell (2015)

Keyphrases

programming language
real world
bayesian networks
generative model
practical application

database
data driven
high level language
hands on guide
probabilistic approaches

programming concepts
probabilistic logic
computer programming
probability theory
belief networks

uncertain data
logic programs
probabilistic model
decision making
computer vision