Pyro: Deep Universal Probabilistic Programming.
Eli BinghamJonathan P. ChenMartin JankowiakFritz ObermeyerNeeraj PradhanTheofanis KaraletsosRohit SinghPaul A. SzerlipPaul HorsfallNoah D. GoodmanPublished in: CoRR (2018)
Keyphrases
- programming language
- bayesian networks
- probabilistic logic
- genetic algorithm
- deep learning
- programming environment
- object oriented programming
- uncertain data
- context sensitive
- information retrieval
- information theoretic
- generative model
- belief networks
- probabilistic reasoning
- logic programming
- probability theory
- data driven
- multi valued
- hidden markov models
- probabilistic databases
- sequence prediction