NAME

       mlpack_hmm_generate - hidden markov model (hmm) sequence generator

SYNOPSIS

        mlpack_hmm_generate [-h] [-v]

DESCRIPTION

       This   utility  takes  an  already-trained  HMM  (--model_file)  and  generates  a  random
       observation sequence and hidden state sequence based on its parameters, saving them to the
       specified files (--output_file and --state_file)

REQUIRED INPUT OPTIONS

       --length (-l) [int]
              Length of sequence to generate.

       --model_file (-m) [string]
              File containing HMM.

OPTIONAL INPUT OPTIONS

       --help (-h)
              Default help info.

       --info [string]
              Get help on a specific module or option.  Default value ''.

       --seed (-s) [int]
              Random seed. If 0, 'std::time(NULL)' is used.  Default value 0.

       --start_state (-t) [int]
              Starting state of sequence. Default value 0.

       --verbose (-v)
              Display  informational  messages  and the full list of parameters and timers at the
              end of execution.

       --version (-V)
              Display the version of mlpack.

OPTIONAL OUTPUT OPTIONS

       --output_file (-o) [string]
              File to save observation sequence to. Default value ''.

       --state_file (-S) [string]
              File to save hidden state sequence to. Default value ''.

ADDITIONAL INFORMATION

ADDITIONAL INFORMATION

       For further information, including relevant papers, citations,  and  theory,  For  further
       information,  including  relevant papers, citations, and theory, consult the documentation
       found at http://www.mlpack.org or included with your consult the  documentation  found  at
       http://www.mlpack.org  or  included  with  your  DISTRIBUTION  OF MLPACK.  DISTRIBUTION OF
       MLPACK.

                                                            mlpack_hmm_generate(16 November 2017)