medSTC: A max-margin supervised Sparse Topical Coding Model

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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.

Author
Jun Zhu <junzhu@cs.cmu.edu>, Aykut FIRAT <aykut@mit.edu>
Date of publication
2013-01-24 08:24:00
Maintainer
Aykut FIRAT <aykut@crimsonhexagon.com>
License
file LICENSE
Version
1.0.0

View on CRAN

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...

Files in this package

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