Skip to content

SheffieldML/noise

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

44 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Matlab Noise Models Toolbox

Release Information

Current release is 0.141.

Added noiseReadFromFile and noiseReadFromFID for compatability with CPP releases.

Version 0.14

As of version 0.14, the NCNM noise model has been incorporated into this toolbox.

This toolbox allows computation of several different noise models and their gradients. You can add noise models to the toolbox by creating versions of the relevant files. Once added, they can be tested using the noiseTest. For example you can test the probit noise model by writing

>> noiseTest('probit')

There are several noise models implemented, the mains ones that are being maintained for the latest release are:

gaussian ordered probit ncnm

These noise models are Gaussian (standard Gaussian noise), probistic regression for binary classificaiton and ordered categorical for ordered categories (ordinal regression).

Page updated on Tue Oct 6 17:28:55 2009

About

Noise models implemented in MATLAB.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • MATLAB 98.3%
  • Perl 1.7%