Examples of Gelman in a sentence
ADVISORY VOTE Ayes: Bub, Eppel, Gelman, McMullen, Shields; Noes: None; Abstain: None.
ADVISORY VOTE Ayes: Bub, Gelman, Gray, McMullen, Shields; Noes: None; Abstain: None.
ADVISORY VOTE Ayes: Geier, Glener, Hargis, Trigg; Noes: None; Abstain: None; Absent: Gelman.
ADVISORY VOTE Ayes: Gelman, Gonzales, Hargis, Trigg; Noes: None; Abstain: None; Absent: Geier.
As is canonical in Pyro, the args and kwargs are passed to the model and guide.References [1] ‘Yes, but Did It Work?: Evaluating Variational Inference.’ Yuling Yao, Aki Vehtari, Daniel Simpson, Andrew Gelman [2] ‘Pareto Smoothed Importance Sampling.’ Aki Vehtari, Andrew Gelman, Jonah GabryParameters• model (callable) – the model program.• guide (callable) – the guide program.• num_particles (int) – the total number of times we run the model and guide in order to compute the diagnostic.
ADVISORY VOTE Ayes: Bub, Eppel, Gelman, McMullen, Schneir; Noes: None; Abstain: None.
Each derived class implements a get_posterior() method returning a distribution over this single unconstrained latent vari- able.Assumes model structure and latent dimension are fixed, and all latent variables are continuous.Parameters model (callable) – a Pyro model Reference:[1] Automatic Differentiation Variational Inference, Alp Kucukelbir, Dustin Tran, Rajesh Ranganath, An- drew Gelman, David M.
Gelman A, Rubin DB (1992) Inference from iterative simulation using multiple sequences.
Gelman A, Hill J (2007) Data Analysis Using Regression and Multilevel/Hierarchical Models (Cambridge Univ Press, Cambridge, UK).
ADVISORY VOTE Ayes: Bub, Gelman, Rosenbaum, Schroeder; Noes: None; Abstain: None; Absent: McGillis.