Practical probabilistic programming with monads.
Adam ScibiorZoubin GhahramaniAndrew D. GordonPublished 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