- Change of some estimation methods to return implicit variables.
do.dppca()
added : dual probabilistic principal component analysis.
- Change of maintainer’s contact.
- Some functions are converted to pure C++.
- Fixed an error in
do.olpp()
thanks to Nicholas Spyrison.
- Replaced nearest neighbor library.
- Methods added;
do.mmds()
, do.phate()
.
- Bibliographic errors fixed.
- Methods for feature selection
do.wdfs()
, do.uwdfs()
, do.procrustes()
, and do.mifs()
are added.
README
now shows numbers of currently available functions for DR and IDE.
- Fixed memory leaks in
do.sne()
and do.tsne()
.
do.lsls()
added as a supervised feature selection method.
- README contains minimal examples for both dimension reduction and estimation.
- Porting to pure C++ implementations started, gaining computational efficiency.
do.lmds
function is fixed for its discrepancy in nested structure.
- NEWS reformatted and package website is now available.
- Dependency on R package ADMM is removed.
Major changes
- LDA solves trace ratio problem directly.
- Many of dependencies are removed.
- 133 dimension reduction methods available.
- 17 intrinsic dimension estimation methods available.
Bug fixes
- Error fixed in
do.lscore
function (thanks to Jordan Lin).