mlpack_gmm_generate man page

mlpack_gmm_generate — gmm sample generator

Synopsis

 mlpack_gmm_generate [-h] [-v] -m string -n int [-o string] [-s int] -V

Description

This program is able to generate samples from a pre-trained GMM (use gmm_train to train a GMM). It loads a GMM from the file specified with --input_model_file (-m), and generates a number of samples from that model; the number of samples is specified by the --samples (-n) parameter.The output samples are saved in the file specified by --output_file (-o).

Required Options

--input_model_file (-m) [string]

File containing input GMM model.

--samples (-n) [int]

Number of samples to generate.  

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 output samples in. Default value 'output.csv'.

--seed (-s) [int]

Random seed. If 0, 'std::time(NULL)' is used.  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.

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.