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 |