# Construct an Unsupervised Hidden Markov Model

## Documentation for package ‘uHMM’ version 1.0

- DESCRIPTION file.

## Help Pages

uHMM-package | Construct an unsupervised Hidden Markov Model
computeGap | Compute gap between eigenvalues of a similarity matrix
cutCalculation | cutCalculation function
emissionMatrix | Emission matrix estimation
FastSpectralNJW | Jordan Fast Spectral Algorithm
HMMparams | Hidden Markov Model parameter estimation
KmeansAutoElbow | KmeansAutoElbow function
KpartitionNJW | KpartitionNJW function
MarelCarnot | MarelCarnot dataset
selfKNN | Self KNN
spectralPamClusteringNg | spectralPamClusteringNg function
transitionMatrix | Transition matrix estimation
uHMMinterface | Graphical Interface to Build an uHMM
ZPGaussianSimilarity | Similarity matrix with local scale parameter