mlpack_hmm: Hidden markov models.

SYNOPSIS

Classes

class HMM

A class that represents a Hidden Markov Model with an arbitrary type of emission distribution.

Functions

template<typename Distribution > void LoadHMM (HMM< Distribution > &hmm, util::SaveRestoreUtility &sr)

Load an HMM from file. template<typename Distribution > void SaveHMM (const HMM< Distribution > &hmm, util::SaveRestoreUtility &sr)

Save an HMM to file.

Detailed Description

Hidden Markov Models.

Function Documentation

template<typename Distribution > void mlpack::hmm::LoadHMM (HMM< Distribution > &hmm, util::SaveRestoreUtility &sr)

Load an HMM from file. This only works for GMMs, DiscreteDistributions, and GaussianDistributions.

Template Parameters:

Distribution Distribution type of HMM.

Parameters:

sr SaveRestoreUtility to use.

template<typename Distribution > void mlpack::hmm::SaveHMM (const HMM< Distribution > &hmm, util::SaveRestoreUtility &sr)

Save an HMM to file. This only works for GMMs, DiscreteDistributions, and GaussianDistributions.

Template Parameters:

Distribution Distribution type of HMM.

Parameters:

sr SaveRestoreUtility to use.

Author

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