├── Input_Files ├── 1.txt ├── 2grams.txt ├── 3gram_bigrams.txt ├── 3grams.txt ├── 3grams1.txt ├── 5gram_bigrams.txt ├── 5grams.txt ├── README ├── all.txt ├── all_ptb_2grams.txt ├── all_ptb_3grams.txt ├── all_ptb_5grams.txt ├── dep_parse_bigram.txt ├── ptb_3_bgrams.txt ├── ptb_3_bigrams.txt ├── ptb_5_bgrams.txt ├── ptb_5_bigrams.txt ├── test_demo.txt ├── text_new.txt ├── train_bigrams copy.txt ├── train_bigrams.txt ├── train_demo copy.txt ├── train_demo.txt ├── train_demo1.txt ├── train_demo2.txt └── zh.new ├── README ├── bin ├── edu │ └── upenn │ │ └── cis │ │ └── swell │ │ ├── IO │ │ ├── CCAWriter.class │ │ ├── ContextPCANGramsWriter.class │ │ ├── ContextPCAWriter.class │ │ ├── EmbeddingWriter.class │ │ ├── LSAWriter.class │ │ ├── Options.class │ │ ├── ReadDataFile$ValueComparator.class │ │ ├── ReadDataFile.class │ │ └── WriteDataFile.class │ │ ├── MainMethods │ │ ├── CCAVariants.class │ │ ├── CCAVariantsNGrams.class │ │ ├── ContextPCA.class │ │ ├── ContextPCANGrams.class │ │ ├── LRMVL2.class │ │ ├── LRMVLEmbedOld.class │ │ └── LSA.class │ │ ├── MathUtils │ │ ├── CenterScaleNormalizeUtils.class │ │ ├── MatrixFormatConversion.class │ │ └── SVDTemplates.class │ │ ├── Runs │ │ ├── CCARun.class │ │ ├── CCAVariantsNGramsRun.class │ │ ├── CCAVariantsRun.class │ │ ├── ContextPCANGramsRun.class │ │ ├── ContextPCARun.class │ │ └── LSARun.class │ │ └── SpectralRepresentations │ │ ├── CCARepresentation$1.class │ │ ├── CCARepresentation$2.class │ │ ├── CCARepresentation.class │ │ ├── ContextPCANGramsRepresentation.class │ │ ├── ContextPCARepresentation$1.class │ │ ├── ContextPCARepresentation.class │ │ ├── LSARepresentation.class │ │ └── SpectralRepresentation.class └── linux-x86-64 │ ├── CMakeCache.txt │ ├── CMakeFiles │ ├── 2.8.10.2 │ │ ├── CMakeCCompiler.cmake │ │ ├── CMakeCXXCompiler.cmake │ │ ├── CMakeDetermineCompilerABI_C.bin │ │ ├── CMakeDetermineCompilerABI_CXX.bin │ │ ├── CMakeSystem.cmake │ │ ├── CompilerIdC │ │ │ ├── CMakeCCompilerId.c │ │ │ └── a.out │ │ └── CompilerIdCXX │ │ │ ├── CMakeCXXCompilerId.cpp │ │ │ └── a.out │ ├── CMakeDirectoryInformation.cmake │ ├── CMakeError.log │ ├── CMakeOutput.log │ ├── Makefile.cmake │ ├── Makefile2 │ ├── TargetDirectories.txt │ ├── cmake.check_cache │ ├── jeigen.dir │ │ ├── CXX.includecache │ │ ├── DependInfo.cmake │ │ ├── build.make │ │ ├── cmake_clean.cmake │ │ ├── depend.internal │ │ ├── depend.make │ │ ├── flags.make │ │ ├── jeigen.cpp.o │ │ ├── link.txt │ │ └── progress.make │ └── progress.marks │ ├── Makefile │ ├── cmake_install.cmake │ ├── libjeigen.dylib │ └── libjeigen.so ├── doc ├── allclasses-frame.html ├── allclasses-noframe.html ├── constant-values.html ├── deprecated-list.html ├── edu │ └── upenn │ │ └── cis │ │ └── SpectralLearning │ │ ├── Data │ │ ├── Corpus.html │ │ ├── Document.html │ │ ├── class-use │ │ │ ├── Corpus.html │ │ │ └── Document.html │ │ ├── package-frame.html │ │ ├── package-summary.html │ │ └── package-use.html │ │ ├── IO │ │ ├── CCAWriter.html │ │ ├── ContextPCAWriter.html │ │ ├── EmbeddingWriter.html │ │ ├── LSAWriter.html │ │ ├── Options.html │ │ ├── ReadDataFile.html │ │ ├── WriteDataFile.html │ │ ├── class-use │ │ │ ├── CCAWriter.html │ │ │ ├── ContextPCAWriter.html │ │ │ ├── EmbeddingWriter.html │ │ │ ├── LSAWriter.html │ │ │ ├── Options.html │ │ │ ├── ReadDataFile.html │ │ │ └── WriteDataFile.html │ │ ├── package-frame.html │ │ ├── package-summary.html │ │ └── package-use.html │ │ ├── MainMethods │ │ ├── ContextPCA.html │ │ ├── LRMVLEmbed.html │ │ ├── LSA.html │ │ ├── class-use │ │ │ ├── ContextPCA.html │ │ │ ├── LRMVLEmbed.html │ │ │ └── LSA.html │ │ ├── package-frame.html │ │ ├── package-summary.html │ │ └── package-use.html │ │ ├── MathUtils │ │ ├── CenterScaleNormalizeUtils.html │ │ ├── MatrixFormatConversion.html │ │ ├── SVDTemplates.html │ │ ├── class-use │ │ │ ├── CenterScaleNormalizeUtils.html │ │ │ ├── MatrixFormatConversion.html │ │ │ └── SVDTemplates.html │ │ ├── package-frame.html │ │ ├── package-summary.html │ │ └── package-use.html │ │ ├── Runs │ │ ├── CCARun.html │ │ ├── ContextPCARun.html │ │ ├── LSARun.html │ │ ├── class-use │ │ │ ├── CCARun.html │ │ │ ├── ContextPCARun.html │ │ │ └── LSARun.html │ │ ├── package-frame.html │ │ ├── package-summary.html │ │ └── package-use.html │ │ └── SpectralRepresentations │ │ ├── CCARepresentation.html │ │ ├── ContextPCARepresentation.html │ │ ├── LSARepresentation.html │ │ ├── SpectralRepresentation.html │ │ ├── class-use │ │ ├── CCARepresentation.html │ │ ├── ContextPCARepresentation.html │ │ ├── LSARepresentation.html │ │ └── SpectralRepresentation.html │ │ ├── package-frame.html │ │ ├── package-summary.html │ │ └── package-use.html ├── help-doc.html ├── index-files │ ├── index-1.html │ ├── index-10.html │ ├── index-11.html │ ├── index-12.html │ ├── index-13.html │ ├── index-14.html │ ├── index-15.html │ ├── index-16.html │ ├── index-17.html │ ├── index-18.html │ ├── index-19.html │ ├── index-2.html │ ├── index-3.html │ ├── index-4.html │ ├── index-5.html │ ├── index-6.html │ ├── index-7.html │ ├── index-8.html │ └── index-9.html ├── index.html ├── overview-frame.html ├── overview-summary.html ├── package-list ├── resources │ └── inherit.gif ├── serialized-form.html └── stylesheet.css ├── libs ├── Jama-1.0.2.jar ├── Jeigen.jar ├── Utils.jar ├── ant.jar ├── arpack-combo.jar ├── arpack_combined_all.jar ├── classes │ └── jeigen │ │ ├── Conversion.class │ │ ├── Conversion.java │ │ ├── DenseAggregator.class │ │ ├── DenseAggregator.java │ │ ├── DenseMatrix$SvdResult.class │ │ ├── DenseMatrix.class │ │ ├── DenseMatrix.java │ │ ├── DenseSorter$Key.class │ │ ├── DenseSorter.class │ │ ├── DenseSorter.java │ │ ├── JeigenJna$Jeigen.class │ │ ├── JeigenJna.class │ │ ├── JeigenJna.java │ │ ├── Leonardo.class │ │ ├── Leonardo.java │ │ ├── MatrixUtil.class │ │ ├── MatrixUtil.java │ │ ├── Shortcuts.class │ │ ├── Shortcuts.java │ │ ├── SparseMatrixCCS.class │ │ ├── SparseMatrixCCS.java │ │ ├── SparseMatrixLil.class │ │ ├── SparseMatrixLil.java │ │ ├── SparseMatrixLilSorter.class │ │ ├── SparseMatrixLilSorter.java │ │ ├── SparseMatrixLilSorter2$Entry.class │ │ ├── SparseMatrixLilSorter2.class │ │ ├── SparseMatrixLilSorter2.java │ │ ├── TestDenseAggregator.class │ │ ├── TestDenseAggregator.java │ │ ├── TestDenseSorter.class │ │ ├── TestDenseSorter.java │ │ ├── TestJeigen.class │ │ ├── TestJeigen.java │ │ ├── TestJeigenPerf.class │ │ ├── TestJeigenPerf.java │ │ ├── TestUnsupported.class │ │ ├── TestUnsupported.java │ │ ├── TicToc.class │ │ ├── TicToc.java │ │ ├── Timer.class │ │ ├── Timer.java │ │ └── statistics │ │ ├── Statistics.class │ │ └── Statistics.java ├── colt.jar ├── csparsej.jar ├── jna-4.0.0.jar ├── jplasma.jar ├── jtransforms.jar ├── junit-4.10.jar ├── junit.jar ├── linux-x86-64 │ ├── CMakeCache.txt │ ├── CMakeFiles │ │ ├── 2.8.10.2 │ │ │ ├── CMakeCCompiler.cmake │ │ │ ├── CMakeCXXCompiler.cmake │ │ │ ├── CMakeDetermineCompilerABI_C.bin │ │ │ ├── CMakeDetermineCompilerABI_CXX.bin │ │ │ ├── CMakeSystem.cmake │ │ │ ├── CompilerIdC │ │ │ │ ├── CMakeCCompilerId.c │ │ │ │ └── a.out │ │ │ └── CompilerIdCXX │ │ │ │ ├── CMakeCXXCompilerId.cpp │ │ │ │ └── a.out │ │ ├── CMakeDirectoryInformation.cmake │ │ ├── CMakeError.log │ │ ├── CMakeOutput.log │ │ ├── Makefile.cmake │ │ ├── Makefile2 │ │ ├── TargetDirectories.txt │ │ ├── cmake.check_cache │ │ ├── jeigen.dir │ │ │ ├── CXX.includecache │ │ │ ├── DependInfo.cmake │ │ │ ├── build.make │ │ │ ├── cmake_clean.cmake │ │ │ ├── depend.internal │ │ │ ├── depend.make │ │ │ ├── flags.make │ │ │ ├── jeigen.cpp.o │ │ │ ├── link.txt │ │ │ └── progress.make │ │ └── progress.marks │ ├── Makefile │ ├── cmake_install.cmake │ ├── libjeigen.dylib │ └── libjeigen.so ├── mtj-0.9.14.jar ├── native │ ├── CMakeCache.txt │ ├── CMakeFiles │ │ ├── 2.8.10.2 │ │ │ ├── CMakeCCompiler.cmake │ │ │ ├── CMakeCXXCompiler.cmake │ │ │ ├── CMakeDetermineCompilerABI_C.bin │ │ │ ├── CMakeDetermineCompilerABI_CXX.bin │ │ │ ├── CMakeSystem.cmake │ │ │ ├── CompilerIdC │ │ │ │ ├── CMakeCCompilerId.c │ │ │ │ └── a.out │ │ │ └── CompilerIdCXX │ │ │ │ ├── CMakeCXXCompilerId.cpp │ │ │ │ └── a.out │ │ ├── CMakeDirectoryInformation.cmake │ │ ├── CMakeError.log │ │ ├── CMakeOutput.log │ │ ├── Makefile.cmake │ │ ├── Makefile2 │ │ ├── TargetDirectories.txt │ │ ├── cmake.check_cache │ │ ├── jeigen.dir │ │ │ ├── CXX.includecache │ │ │ ├── DependInfo.cmake │ │ │ ├── build.make │ │ │ ├── cmake_clean.cmake │ │ │ ├── depend.internal │ │ │ ├── depend.make │ │ │ ├── flags.make │ │ │ ├── jeigen.cpp.o │ │ │ ├── link.txt │ │ │ └── progress.make │ │ └── progress.marks │ ├── Makefile │ ├── cmake_install.cmake │ ├── libjeigen.dylib │ └── libjeigen.so ├── netlib-java-0.9.3.jar ├── netlib-java.jar ├── optimization.jar ├── parallelcolt-0.9.4.jar └── trove.jar └── src └── edu └── upenn └── cis └── swell ├── IO ├── CCAWriter.java ├── ContextPCANGramsWriter.java ├── ContextPCAWriter.java ├── EmbeddingWriter.java ├── LSAWriter.java ├── Options.java ├── ReadDataFile.java └── 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