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[ascl:1312.008] BAMBI: Blind Accelerated Multimodal Bayesian Inference

BAMBI (Blind Accelerated Multimodal Bayesian Inference) is a Bayesian inference engine that combines the benefits of SkyNet (ascl:1312.007) with MultiNest (ascl:1109.006). It operated by simultaneously performing Bayesian inference using MultiNest and learning the likelihood function using SkyNet. Once SkyNet has learnt the likelihood to sufficient accuracy, inference finishes almost instantaneously.

Code site:
https://ccpforge.cse.rl.ac.uk/gf/project/skynet/
Used in:
http://adsabs.harvard.edu/abs/2014MNRAS.441.1741G
Described in:
http://adsabs.harvard.edu/abs/2012MNRAS.421..169G
Bibcode:
2013ascl.soft12008G

Views: 2155

ascl:1312.008
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