The Kernel web of TWiki. TWiki is a Web-Based Collaboration Platform for the Enterprise. http://openfst.cs.nyu.edu/twiki/bin/view/Kernel Copyright 2013 by contributing authors 2013-05-26T04:00:07Z http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/WebStatistics 2013-05-26T04:00:07Z

Statistics for nop Kernel Web Month: Topic views: Topic saves: File uploads: Most popular topic views: Top contributors for topic save ... (last changed by TWikiAdminGroup)

TWikiAdminGroup http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/ExampleDatasets 2012-07-26T17:25:02Z

Example Datasets and Results Below are example datasets and results using the OpenKernel library. The results can be obtained by running the cross validation.sh ... (last changed by AfshinRostamizadeh)

AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/ReutersSubset 2011-11-01T21:11:04Z

Reuters 21578 subset: a dataset example The reuters.subset.tgz archive contains a subset of the om/resources/testcollections/reuters21578/ Reuters 21578 often used ... (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/KernelDownload 2011-11-01T21:05:53Z

OpenKernel Download Latest release download: OpenKernel beta 20111101.tgz OpenFst download (required): ( FST.FstDownload more info) From the release: README ... (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/ReadMe 2011-11-01T21:04:58Z

OpenKernel README OpenKernel Beta release PLATFORMS: This version is known to work under Linux and MacOS X using g . The makefiles are unlikely to work on ... (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LearningKernelsQuickstart 2011-10-19T18:34:14Z

Learning Kernels Quickstart Here we give some examples showing how to automatically create custom kernels using data. The kernels are generally created from a combination ... (last changed by AfshinRostamizadeh)

AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LearningKernelsFeatures 2011-10-19T16:38:43Z

Here we list which kernel learning (KL) methods are implemented within each command line binary. The entry {krr,svm,any} indicates whether the algorithm is designed ... (last changed by AfshinRostamizadeh)

AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LearningKernelsDoc 2011-10-19T16:25:12Z

Learning Kernels Documentation Command Line Binaries There are three main command line binaries that can be used for generating a kernel or feature mapping, depending ... (last changed by AfshinRostamizadeh)

AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/WebHome 2010-10-01T20:39:38Z

OpenKernel Library OpenKernel is a library for creating, combining and using kernels for machine learning applications. The current focus of library is on rational ... (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/DistCopying 2010-04-09T20:22:49Z

OpenFst COPYING Licensed under the Apache License, Version 2.0 (the "License"); you may not use these files except in compliance with the License. You may obtain a ... (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/KernelQuickTour 2010-04-09T19:53:39Z

OpenKernel Quick Tour Under construction . #LibraryUsage Using the library In this quick tour, we will focus on the command line utilities and LIBSVM plugin. ... (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LearningKernels 2010-04-09T18:12:02Z

Learning Kernels Get started right away with examples: LearningKernelsQuickstart Full documentation of command line flags: LearningKernelsDoc Table ... (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/KernelRidgeRegressionDoc 2009-09-24T00:27:02Z

Kernel Ridge Regression Documentation The KRR tools are split into two binaries, one for training and one for prediction. The data file consists of either explicit ... (last changed by AfshinRostamizadeh)

AfshinRostamizadeh http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/WebPreferences 2009-09-22T19:19:08Z

nop Kernel Web Preferences The following settings are web preferences of the Kernel web. These preferences overwrite the site level preferences in . and ... (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/LibLinear 2009-08-26T18:24:37Z

CyrilAllauzen 24 Aug 2009 liblinear 1.33.tar.gz: LIBLINEAR version 1.33 liblinear 1.32.tar.gz: LIBLINEAR version 1.32 (last changed by CyrilAllauzen)

CyrilAllauzen http://openfst.cs.nyu.edu/twiki/bin/view/Kernel/KernelBackground 2009-02-04T23:34:58Z

OpenKernel Background Material Kernel methods (such as SVM, perceptron, kernel PCA) are widely used in machine learning. Applying these methods in text and language ... (last changed by CyrilAllauzen)

CyrilAllauzen