Interface | Description |
---|---|
NetworkLoader | |
NetworkSaver | |
NetworkState |
Depending on how a NetworkState is being used, it may be significantly more efficient
to use one underlying data structure vs another.
|
VariableState |
Class | Description |
---|---|
BayesianNetwork | |
KeanuProbabilisticModel |
An implementation of
ProbabilisticModel that is backed by a BayesianNetwork |
KeanuProbabilisticModelWithGradient |
An implementation of
ProbabilisticModelWithGradient that is backed by a BayesianNetwork |
LambdaSection |
A Lambda Section is defined as a given vertex and all the vertices that it affects (downstream) OR
all of the vertices that affects it (upstream), stopping at observed or probabilistic vertices.
|
LambdaSectionSnapshot |
A snapshot of
LambdaSection s for a chosen set of Variable s. |
ModelComposition | |
NetworkSnapshot |
Saves the state (value and observed) of a specified collection of variables.
|
Propagation | |
SimpleNetworkState | |
TransitiveClosure |
A Transitive Closure is defined as a given vertex and all the vertices that it affects (downstream) OR
all of the vertices that affects it (upstream).
|