NAME¶

SYNOPSIS¶

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

DESCRIPTION¶

The state to start the sequence in may be specified with the '--start_state (-t)' parameter.

For example, to generate a sequence of length 150 from the HMM 'hmm.bin' and save the observation sequence to 'observations.csv' and the hidden state sequence to 'states.csv', the following command may be used:

$ hmm_generate --model_file hmm.bin --length 150 --output_file observations.csv --state_file states.csv

REQUIRED INPUT OPTIONS¶

--length (-l) [int]

Length of sequence to generate.

--model_file (-m) [unknown]

Trained HMM to generate sequences with.

OPTIONAL INPUT OPTIONS¶

--help (-h) [bool]

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) [bool]

Display informational messages and the full list of parameters and timers at the end of execution.

--version (-V) [bool]

Display the version of mlpack.

OPTIONAL OUTPUT OPTIONS¶

--output_file (-o) [string]

Matrix to save observation sequence to. Default value ''.

--state_file (-S) [string]

Matrix to save hidden state sequence to. Default value ''.

ADDITIONAL INFORMATION¶