Pakman: a modular, efficient and portable tool for approximate Bayesian inference.

Thomas Pak Ruth E. Baker Joe Pitt-Francis

Published in: J. Open Source Softw. (2020)

Keyphrases

bayesian inference
probabilistic model
expectation propagation
variational inference
prior information
hyperparameters
bayesian model
hierarchical bayesian
lightweight
statistical inference
hidden variables
probabilistic modeling
bayesian networks
prior knowledge
state space
weighted model counting