Generative DAGs as an Interface Into Probabilistic Programming with the R Package causact.
Adam J. FleischhackerThi Hong Nhung NguyenPublished in: J. Open Source Softw. (2022)
Keyphrases
- generative model
- belief networks
- probabilistic model
- data driven
- interface design
- directed acyclic graph
- programming language
- graphical interfaces
- unsupervised learning
- bayesian networks
- user interface
- user friendly
- probabilistic logic
- posterior probability
- software package
- probabilistic interpretation
- direct manipulation
- discriminative methods
- discriminative learning
- conditional probabilities
- programming environment
- object oriented programming
- uncertain data
- data sets
- information theoretic
- open source
- general purpose
- probability distribution
- neural network