Namespace Microsoft.ML.Probabilistic.Algorithms

Classes

AlgorithmBase

Abstract base class for all algorithms

ExpectationPropagation

The expectation propagation inference algorithm, see also
http://research.microsoft.com/~minka/papers/ep/roadmap.html.

GibbsSampling

Gibbs sampling algorithm - includes block Gibbs sampling

MaxProductBeliefPropagation

Max product belief propagation.

VariationalMessagePassing

The variational message passing algorithm, see also
http://www.johnwinn.org/Research/VMP.html and http://en.wikipedia.org/wiki/Variational_message_passing.