Inference Class - Githubissues

SURGroup / UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

MIT License

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Closed mds2120 closed 5 years ago

mds2120 commented 6 years ago

@zhangjiaxin2012

[x] Full implementation of Bayesian and information-theoretic multimodel inference
[x] Optimal importance sampling estimator and importance sampling in SampleMethods
[x] Documentation and comments
[ ] Full documentation in UsersGuide

dgiovanis commented 5 years ago

@AudOlivier

[x] Write examples (jupyter notebook) for the InfoModelSelection class (without using Bayesian parameter estimation)
[x] Use Bayesian parameter estimation in the framework of Information model selection
[x] Write examples (jupyter notebook) for the InfoModelSelection class (using Bayesian parameter estimation)
[x] Documentation and comments in the code
[ ] Full documentation in UsersGuide
[x] Generalize model selection

dgiovanis commented 5 years ago

@Epiphany95

[x] Update BayesModelSelection class to use current version of BayesParameterEstimation class.
[x] Develop a numerical integration scheme (instead of using integrate.dblquad)
[x] Write examples (jupyter notebook) for the BayesModelSelection
[x] Documentation and comments in code
[x] Full documentation in UsersGuide