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Fleet
0.0.9
Inference in the LOT
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Files | |
file | Bayesable.h [code] |
The Bayesable class provides an interface for hypotheses that support Bayesian inference (e.g. computing priors, likelihoods, and posteriors) Note that this class stores prior, likelihood, posterior always at temperature 1.0, and you can get the values of the posterior at other temperatures via Bayesable.at_temperature(double t) | |
file | MCMCable.h [code] |
A class is MCMCable if it is Bayesable and lets us propose, restart, and check equality (which MCMC does for speed). | |
file | Searchable.h [code] |
A class is searchable if permits us to enumerate and make its neighbors. This class is used by MCTS and allows us to incrementally search a hypothesis. | |
file | Serializable.h [code] |