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Dynamic Bayesian Networks
Dynamic Bayesian Networks is a MUST for any bayesian library. Although this feature has started to be implemented, it seems that the guy responsible has left it over. Any help for developing this feature is more than welcome. Assistance will be guaranteed by myself.
Dynamic BNs would allow OpenBayes to use models such as the HMM, CHMM, FHMM, ...
In parallel, some inference engines should also be implemented such as :
- JunctionTree for unrolled DBNs
- True JunctionTree for DBNs
- MCMC methods (Particle Filter,etc...)
- ...
Version 0.2 available soon