PyVBMC: Efficient Bayesian inference in Python.
Bobby HugginsChengkun LiMarlon TobabenMikko J. AarnosLuigi AcerbiPublished in: CoRR (2023)
Keyphrases
- bayesian inference
- probabilistic model
- hyperparameters
- prior information
- statistical inference
- variational inference
- data sets
- variational bayes
- probabilistic modeling
- bayesian model
- machine learning
- open source
- programming language
- particle filter
- inference process
- graphical models
- variational approximation
- weighted model counting