Probabilistic Programming

URI: https://gptkb.org/entity/Probabilistic_Programming

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:programming_language
gptkbp:developedBy	1990s
gptkbp:enables	gptkb:Machine_Learning Uncertainty Quantification Bayesian Inference Probabilistic Modeling
gptkbp:field	Computer Science Statistics
gptkbp:hasApplication	gptkb:Computer_Vision gptkb:artificial_intelligence gptkb:robot gptkb:Natural_Language_Processing Data Analysis
https://www.w3.org/2000/01/rdf-schema#label	Probabilistic Programming
gptkbp:notableLanguage	gptkb:Anglican gptkb:church gptkb:PyMC gptkb:Pyro gptkb:Stan gptkb:BUGS gptkb:Turing.jl gptkb:Infer.NET WebPPL
gptkbp:notablePerson	gptkb:David_Wingate gptkb:Frank_Wood Noah Goodman Vikash Mansinghka
gptkbp:relatedTo	gptkb:Markov_Chain_Monte_Carlo gptkb:Generative_Models gptkb:Graphical_Models gptkb:Variational_Inference Bayesian Statistics Deep Learning
gptkbp:supports	Model Uncertainty Compositionality Automated Inference Flexible Model Specification
gptkbp:uses	gptkb:Edward gptkb:PyMC gptkb:Pyro gptkb:Stan gptkb:BUGS gptkb:Turing.jl gptkb:Infer.NET Probability Distributions Stochastic Processes Random Variables Inference Algorithms
gptkbp:bfsParent	gptkb:NeurIPS_2013
gptkbp:bfsLayer	6