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Accord.Statistics.Models.Fields.Learning Namespace

Contains learning algorithms for CRFs and HCRFs, such as Conjugate Gradient, L-BFGS and RProp-based learning.
Classes
  ClassDescription
Public classForwardBackwardGradientT
Linear Gradient calculator class for Hidden Conditional Random Fields.
Public classCode exampleHiddenConjugateGradientLearningT
Conjugate Gradient learning algorithm for Hidden Conditional Hidden Fields.
Public classCode exampleHiddenGradientDescentLearningT
Stochastic Gradient Descent learning algorithm for Hidden Conditional Hidden Fields.
Public classCode exampleHiddenQuasiNewtonLearningT
Quasi-Newton (L-BFGS) learning algorithm for Hidden Conditional Hidden Fields.
Public classCode exampleHiddenResilientGradientLearningT
Resilient Gradient Learning.
Public classQuasiNewtonLearningT
Quasi-Newton (L-BFGS) learning algorithm for Conditional Hidden Fields.
Interfaces
Remarks

The namespace class diagram is shown below.

See Also