PRML/PRMLT

minor tweak

minor tweak

minor fix

final release.

add MLP classification and refine LDS related functions. add content description and license. This is a release candidate of the final release. In future, I will not add any more content to this package, only fix bug. Consider this version as the final status of the package.

fix EM algorithm for learning LDS model and improve related functions.

Fix MRF, MLP NN and some minor problems.

fix bugs in sparse linear model

minor improvements

fix minor bugs in MLP

Added mean field, belief propagation and expectation propagation algorithms for Markov random field (MRF) model.

some enhancement and minor bug fix

Tweak some functions and fix some bugs.

minor tweak and bug fix

The file structure of the package is reorganised. I have done a lot of work to refactorize the code. I am satisfied with the quality of the code. The package is also thoroughly tested. All demos passed. Please now try, use and read it. Hope you enjoy my work. If you find any bug, please submit issue. I will do my best to fix when I have time.

Last step before final release

Currently, this package is in stable status. All functions has been refactorized and tested. Demos and doc for all function are provided and improved. Only things left are some feature, such as functions for NN, BP and EP. I encourage all people start to use this package from this release.

Most of hard work has been done. Only documentation improvement and some coding style refinement are needed.

Most of the algorithm functions and API are stable by now. Demos and auxilary functions are still needed for some chapters (mainly ch12, 13). After polishing chapter12, 13 and adding algorithms to chapter5, 8, this toolbox will considered finished.

Initial release.