This class can represent distributions over pairs of two types: a factorized P(x, y) = P(x) P(y), and correlated P(x, y) \propto P(x) P(y) I[x=y]. Both elements of a pair must be of the same type.

PairDistribution<TElement1, TElementDistribution1, TElement2, TElementDistribution2>

Represents a factorized distribution over pairs of elements P(x, y) = P(x)P(y). Pair elements x and y can be of different types.

PairDistributionBase<TElement1, TElementDistribution1, TElement2, TElementDistribution2, TThis>

A base class for distributions over pairs of elements used to specify transducers.

RegexpAutomatonFormat

Converts a given automaton to a regular expression (or a regular expression-like string) corresponding to the support of the automaton.

RegexpFormattingSettings

The formatting settings used by the RegexpAutomatonFormat class.

RegexpTreeBuilder

Contains methods for converting automata into regular expressions.

RegexpTreeNode<TElement>

Represents a node in the tree describing a regular expression.

SequenceDistributionFormatPointMassAsAutomaton

An implementation of AutomatonBasedSequenceDistributionFormatBase, which works on a given distribution as follows:

If the distribution is not a point mass, applies the underlying automaton format to the probability function.
If the distribution is a point mass, applies the underlying automaton format to the automaton representation of the point.

SequenceDistributionFormatPointMassAsString

An implementation of AutomatonBasedSequenceDistributionFormatBase, which works on a given distribution as follows:

If the distribution is not a point mass, applies the underlying automaton format to the probability function.
If the distribution is a point mass, simply calls ToString() on the point.

StringAutomaton

Represents a weighted finite state automaton defined on String.

StringManipulator

Provides the ability to manipulate strings.

StringTransducer

Represents a transducer defined on pairs of strings.

Transducer<TSrcSequence, TSrcElement, TSrcElementDistribution, TSrcSequenceManipulator, TSrcAutomaton, TDestSequence, TDestElement, TDestElementDistribution, TDestSequenceManipulator, TDestAutomaton, TThis>

A base class for weighted finite state transducers that are defined on sequences of different types.

Transducer<TSequence, TElement, TElementDistribution, TSequenceManipulator, TAutomaton, TThis>

A base class for weighted finite state transducers that are defined on sequences of the same type.

TransducerBase<TSrcSequence, TSrcElement, TSrcElementDistribution, TSrcSequenceManipulator, TSrcAutomaton, TDestSequence, TDestElement, TDestElementDistribution, TDestSequenceManipulator, TDestAutomaton, TPairDistribution, TThis>

A base class for weighted finite state transducers.

TransducerBase<TSrcSequence, TSrcElement, TSrcElementDistribution, TSrcSequenceManipulator, TSrcAutomaton, TDestSequence, TDestElement, TDestElementDistribution, TDestSequenceManipulator, TDestAutomaton, TPairDistribution, TThis>.PairListAutomaton

Represents an automaton that maps lists of element pairs to real values. Such automata are used to represent transducers internally.

TransducerBase<TSrcSequence, TSrcElement, TSrcElementDistribution, TSrcSequenceManipulator, TSrcAutomaton, TDestSequence, TDestElement, TDestElementDistribution, TDestSequenceManipulator, TDestAutomaton, TPairDistribution, TThis>.UnlimitedStatesComputation

Structs

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.Builder.StateBuilder

Builder struct for a state

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.Builder.TransitionIterator

Helper struct for iterating over currently constructed list of transitions for state. Unlike standard enumerator pattern through this iterator elements can be changed and removed.

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.DataContainer

Immutable container for automaton data - states and transitions.

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.Determinization.OutgoingTransition

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.Determinization.WeightedState

Represents

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.Determinization.WeightedStateSet

Represents a state of the resulting automaton in the power set construction. It is essentially a set of (stateId, weight) pairs of the source automaton, where each state id is unique. Supports a quick lookup of the weight by state id.

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.Determinization.WeightedStateSetBuilder

Builder for weighted sets.

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.EpsilonClosure

Represents the epsilon closure of a state.

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.State

Represents a reference to a state of automaton for exposure in public API.

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.StateCollection

Represents a collection of automaton states for use in public APIs

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.StateCollection.StateEnumerator

Enumerator over states in Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.StateCollection.

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.StateData

Represents a state of an automaton that is stored in the Automaton.states. This is an internal representation of the state. Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.State struct should be used in public APIs.

Automaton<TSequence, TElement, TElementDistribution, TSequenceManipulator, TThis>.Transition

Represents a transition in an automaton.

Weight

Represent an element of the automata weight semiring.

Enums

DistributionKind

Type of distribution.

RegexpTreeNodeType

Represents the type of a regular expression tree node. The value of an enumeration element corresponds to the priority of the operation it describes.

Namespace Microsoft.ML.Probabilistic.Distributions.Automata

Classes

Structs

Interfaces

Enums