mlpack_hmm_generate man page

mlpack_hmm_generate — hidden markov model (hmm) sequence generator


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


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.


--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.