mlpack_mvu(1) - Linux man page

Name

mvu - maximum variance unfolding (mvu)

Synopsis

 mvu [-h] [-v] -i string -d int [-k int] [-o string]

Description

This program implements Maximum Variance Unfolding, a nonlinear dimensionality reduction technique. The method minimizes dimensionality by unfolding a manifold such that the distances to the nearest neighbors of each point are held constant.

Required Options

--input_file (-i) [string]

Filename of input dataset.

--new_dim (-d) [int]

New dimensionality of dataset.

Options

--help (-h)

Default help info.

--info [string]

Get help on a specific module or option. Default value ''.

--num_neighbors (-k) [int]

Number of nearest neighbors to consider while unfolding. Default value 5.

--output_file (-o) [string]

Filename to save unfolded dataset to. Default value 'output.csv'.

--verbose (-v)

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

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.