medSTC: A max-margin supervised Sparse Topical Coding Model
Version 1.0.0

This is a C++ implementation of Sparse Topical Coding (STC), a model of discrete data which is fully described in Zhu et al. (2011) (http://www.cs.cmu.edu/~junzhu/stc/stc.pdf). It can be used for multi-class classification and describing documents with underlying sparse topics.

Browse man pages Browse package API and functions Browse package files

AuthorJun Zhu <junzhu@cs.cmu.edu>, Aykut FIRAT <aykut@mit.edu>
Date of publication2013-01-24 08:24:00
MaintainerAykut FIRAT <aykut@crimsonhexagon.com>
Licensefile LICENSE
Version1.0.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("medSTC")

Man pages

medSTC: A max-margin Sparse Topical Coding model (Med-STC) for...
medSTC-package: Max-margin supervised Sparse Topical Coding model (Med-STC)
newsgroups: A shortened collection of newsgroup messages with the first 3...
predict.medSTC: Prediction for max-margin Sparse Topical Coding model...

Functions

medSTC Man page Source code
medSTC-package Man page
newsgroup.test.documents Man page
newsgroup.test.labels Man page
newsgroup.train.documents Man page
newsgroup.train.labels Man page
newsgroup.vocab Man page
newsgroups Man page
predict.medSTC Man page Source code
stopwords Man page

Files

data
data/datalist
data/newsgroup.test.documents.rda
data/newsgroup.test.labels.rda
data/newsgroup.train.documents.rda
data/newsgroup.train.labels.rda
data/newsgroup.vocab.rda
data/stopwords.rda
demo
demo/00Index
demo/medSTC.R
DESCRIPTION
LICENSE
man
man/medSTC-package.Rd
man/medSTC.Rd
man/newsgroups.Rd
man/predict.medSTC.Rd
NAMESPACE
R
R/medSTCSource.R
src
src/dummy.cc
src/Makevars
src/Makevars.win
src/medstc
src/medstc/cokus.cpp
src/medstc/cokus.h
src/medstc/corpus.cpp
src/medstc/corpus.h
src/medstc/lbfgscpp.cpp
src/medstc/lbfgscpp.h
src/medstc/main.cpp
src/medstc/medstc.cpp
src/medstc/medstc.h
src/medstc/params.cpp
src/medstc/params.h
src/medstc/utils.cpp
src/medstc/utils.h
src/svm_multiclass
src/svm_multiclass/svm_struct_api.cpp
src/svm_multiclass/svm_struct_api.h
src/svm_multiclass/svm_struct_api_types.h
src/svm_multiclass/svm_struct_common.cpp
src/svm_multiclass/svm_struct_common.h
src/svm_multiclass/svm_struct_learn.cpp
src/svm_multiclass/svm_struct_learn.h
src/svmlight
src/svmlight/kernel.h
src/svmlight/svm_common.cpp
src/svmlight/svm_common.h
src/svmlight/svm_hideo.cpp
src/svmlight/svm_learn.cpp
src/svmlight/svm_learn.h
MD5
medSTC documentation built on May 19, 2017, 2:33 p.m.