NAME

       mlpack_hmm_generate - hidden markov model (hmm) sequence generator

SYNOPSIS

        mlpack_hmm_generate [-h] [-v] -l int -m string [-o string] [-s int] [-t int] [-S string] -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 OPTIONS

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

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

OPTIONS

       --help (-h)
              Default help info.

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

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

       --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.

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

       --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.

ADDITIONAL INFORMATION

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

                                                                           mlpack_hmm_generate(1)