文件名称:hucrf_code
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- 上传时间：2012-11-16
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Hidden-Unit Conditional Random Fields
工具箱，可以用于训练linearCRF和和L.J.P. van der Maaten, M. Welling
提出的huCRF-We provide Matlab code that implements the training and evaluation of hidden-unit CRFs, as well as code to reproduce the results of our experiments. The code implements four different training algorithms: (1) a batch learner that uses L-BFGS, (2) a stochastic gradient descent learner, (3) an online perceptron training algorithm, and (4) an online large-margin perceptron algorithm. The code can also be used to perform (conditional) herding in hidden-unit CRFs.
工具箱，可以用于训练linearCRF和和L.J.P. van der Maaten, M. Welling
提出的huCRF-We provide Matlab code that implements the training and evaluation of hidden-unit CRFs, as well as code to reproduce the results of our experiments. The code implements four different training algorithms: (1) a batch learner that uses L-BFGS, (2) a stochastic gradient descent learner, (3) an online perceptron training algorithm, and (4) an online large-margin perceptron algorithm. The code can also be used to perform (conditional) herding in hidden-unit CRFs.
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下载文件列表
hucrf_code/
hucrf_code/.DS_Store
__MACOSX/
__MACOSX/hucrf_code/
__MACOSX/hucrf_code/._.DS_Store
hucrf_code/cb513_experiment.m
__MACOSX/hucrf_code/._cb513_experiment.m
hucrf_code/crf_grad.cpp
__MACOSX/hucrf_code/._crf_grad.cpp
hucrf_code/crf_grad.m
__MACOSX/hucrf_code/._crf_grad.m
hucrf_code/crf_herding.cpp
hucrf_code/crf_herding.m
__MACOSX/hucrf_code/._crf_herding.m
hucrf_code/crf_herding_2nd_order.cpp
hucrf_code/crf_herding_2nd_order.m
__MACOSX/hucrf_code/._crf_herding_2nd_order.m
hucrf_code/data/
hucrf_code/data/.DS_Store
__MACOSX/hucrf_code/data/
__MACOSX/hucrf_code/data/._.DS_Store
hucrf_code/faq_experiment.m
__MACOSX/hucrf_code/._faq_experiment.m
hucrf_code/forward_backward_crf.cpp
hucrf_code/forward_backward_crf.m
__MACOSX/hucrf_code/._forward_backward_crf.m
hucrf_code/forward_backward_crf_2nd_order.m
__MACOSX/hucrf_code/._forward_backward_crf_2nd_order.m
hucrf_code/hidden_crf_herding.cpp
hucrf_code/hidden_crf_herding.m
__MACOSX/hucrf_code/._hidden_crf_herding.m
hucrf_code/hidden_crf_herding_2nd_order.cpp
hucrf_code/hidden_crf_herding_2nd_order.m
__MACOSX/hucrf_code/._hidden_crf_herding_2nd_order.m
hucrf_code/mexall.m
__MACOSX/hucrf_code/._mexall.m
hucrf_code/minFunc/
hucrf_code/minFunc/ArmijoBacktrack.m
hucrf_code/minFunc/autoGrad.m
hucrf_code/minFunc/autoHess.m
hucrf_code/minFunc/autoHv.m
hucrf_code/minFunc/autoTensor.m
hucrf_code/minFunc/callOutput.m
hucrf_code/minFunc/conjGrad.m
hucrf_code/minFunc/dampedUpdate.m
hucrf_code/minFunc/example_minFunc.m
hucrf_code/minFunc/example_minFunc_LR.m
hucrf_code/minFunc/isLegal.m
hucrf_code/minFunc/lbfgs.m
hucrf_code/minFunc/lbfgsC.c
hucrf_code/minFunc/lbfgsC.mexa64
hucrf_code/minFunc/lbfgsC.mexglx
hucrf_code/minFunc/lbfgsC.mexmac
hucrf_code/minFunc/lbfgsC.mexmaci
hucrf_code/minFunc/lbfgsC.mexmaci64
hucrf_code/minFunc/lbfgsC.mexw32
hucrf_code/minFunc/lbfgsC.mexw64
hucrf_code/minFunc/lbfgsUpdate.m
hucrf_code/minFunc/logistic/
hucrf_code/minFunc/logistic/LogisticDiagPrecond.m
hucrf_code/minFunc/logistic/LogisticHv.m
hucrf_code/minFunc/logistic/LogisticLoss.m
hucrf_code/minFunc/logistic/mexutil.c
hucrf_code/minFunc/logistic/mexutil.h
hucrf_code/minFunc/logistic/mylogsumexp.m
hucrf_code/minFunc/logistic/repmatC.c
hucrf_code/minFunc/logistic/repmatC.dll
hucrf_code/minFunc/logistic/repmatC.mexglx
hucrf_code/minFunc/logistic/repmatC.mexmac
hucrf_code/minFunc/mchol.m
hucrf_code/minFunc/mcholC.c
hucrf_code/minFunc/mcholC.mexmaci64
hucrf_code/minFunc/mcholC.mexw32
hucrf_code/minFunc/mcholC.mexw64
hucrf_code/minFunc/mcholinc.m
hucrf_code/minFunc/minFunc.m
hucrf_code/minFunc/minFunc_processInputOptions.m
hucrf_code/minFunc/polyinterp.m
hucrf_code/minFunc/precondDiag.m
hucrf_code/minFunc/precondTriu.m
hucrf_code/minFunc/precondTriuDiag.m
hucrf_code/minFunc/rosenbrock.m
hucrf_code/minFunc/taylorModel.m
hucrf_code/minFunc/WolfeLineSearch.m
hucrf_code/minimize.m
__MACOSX/hucrf_code/._minimize.m
hucrf_code/ocr_experiment.m
__MACOSX/hucrf_code/._ocr_experiment.m
hucrf_code/train_crf.m
__MACOSX/hucrf_code/._train_crf.m
hucrf_code/train_crf_sgd.m
__MACOSX/hucrf_code/._train_crf_sgd.m
hucrf_code/treebank_experiment.m
__MACOSX/hucrf_code/._treebank_experiment.m
hucrf_code/util.cpp
hucrf_code/util.h
hucrf_code/viterbi_crf.cpp
__MACOSX/hucrf_code/._viterbi_crf.cpp
hucrf_code/viterbi_crf.m
__MACOSX/hucrf_code/._viterbi_crf.m
hucrf_code/viterbi_crf_2nd_order.cpp
hucrf_code/viterbi_crf_2nd_order.m
__MACOSX/hucrf_code/._viterbi_crf_2nd_order.m
hucrf_code/viterbi_hidden_crf.cpp
__MACOSX/hucrf_code/._viterbi_hidden_crf.cpp
hucrf_code/viterbi_hidden_crf.m
__MACOSX/hucrf_code/._viterbi_hidden_crf.m
hucrf_code/viterbi_hidden_crf_2nd_order.cpp
hucrf_code/viterbi_hidden_crf_2nd_order.m
__MACOSX/hucrf_code/._viterbi_hidden_crf_2nd_order.m
hucrf_code/.DS_Store
__MACOSX/
__MACOSX/hucrf_code/
__MACOSX/hucrf_code/._.DS_Store
hucrf_code/cb513_experiment.m
__MACOSX/hucrf_code/._cb513_experiment.m
hucrf_code/crf_grad.cpp
__MACOSX/hucrf_code/._crf_grad.cpp
hucrf_code/crf_grad.m
__MACOSX/hucrf_code/._crf_grad.m
hucrf_code/crf_herding.cpp
hucrf_code/crf_herding.m
__MACOSX/hucrf_code/._crf_herding.m
hucrf_code/crf_herding_2nd_order.cpp
hucrf_code/crf_herding_2nd_order.m
__MACOSX/hucrf_code/._crf_herding_2nd_order.m
hucrf_code/data/
hucrf_code/data/.DS_Store
__MACOSX/hucrf_code/data/
__MACOSX/hucrf_code/data/._.DS_Store
hucrf_code/faq_experiment.m
__MACOSX/hucrf_code/._faq_experiment.m
hucrf_code/forward_backward_crf.cpp
hucrf_code/forward_backward_crf.m
__MACOSX/hucrf_code/._forward_backward_crf.m
hucrf_code/forward_backward_crf_2nd_order.m
__MACOSX/hucrf_code/._forward_backward_crf_2nd_order.m
hucrf_code/hidden_crf_herding.cpp
hucrf_code/hidden_crf_herding.m
__MACOSX/hucrf_code/._hidden_crf_herding.m
hucrf_code/hidden_crf_herding_2nd_order.cpp
hucrf_code/hidden_crf_herding_2nd_order.m
__MACOSX/hucrf_code/._hidden_crf_herding_2nd_order.m
hucrf_code/mexall.m
__MACOSX/hucrf_code/._mexall.m
hucrf_code/minFunc/
hucrf_code/minFunc/ArmijoBacktrack.m
hucrf_code/minFunc/autoGrad.m
hucrf_code/minFunc/autoHess.m
hucrf_code/minFunc/autoHv.m
hucrf_code/minFunc/autoTensor.m
hucrf_code/minFunc/callOutput.m
hucrf_code/minFunc/conjGrad.m
hucrf_code/minFunc/dampedUpdate.m
hucrf_code/minFunc/example_minFunc.m
hucrf_code/minFunc/example_minFunc_LR.m
hucrf_code/minFunc/isLegal.m
hucrf_code/minFunc/lbfgs.m
hucrf_code/minFunc/lbfgsC.c
hucrf_code/minFunc/lbfgsC.mexa64
hucrf_code/minFunc/lbfgsC.mexglx
hucrf_code/minFunc/lbfgsC.mexmac
hucrf_code/minFunc/lbfgsC.mexmaci
hucrf_code/minFunc/lbfgsC.mexmaci64
hucrf_code/minFunc/lbfgsC.mexw32
hucrf_code/minFunc/lbfgsC.mexw64
hucrf_code/minFunc/lbfgsUpdate.m
hucrf_code/minFunc/logistic/
hucrf_code/minFunc/logistic/LogisticDiagPrecond.m
hucrf_code/minFunc/logistic/LogisticHv.m
hucrf_code/minFunc/logistic/LogisticLoss.m
hucrf_code/minFunc/logistic/mexutil.c
hucrf_code/minFunc/logistic/mexutil.h
hucrf_code/minFunc/logistic/mylogsumexp.m
hucrf_code/minFunc/logistic/repmatC.c
hucrf_code/minFunc/logistic/repmatC.dll
hucrf_code/minFunc/logistic/repmatC.mexglx
hucrf_code/minFunc/logistic/repmatC.mexmac
hucrf_code/minFunc/mchol.m
hucrf_code/minFunc/mcholC.c
hucrf_code/minFunc/mcholC.mexmaci64
hucrf_code/minFunc/mcholC.mexw32
hucrf_code/minFunc/mcholC.mexw64
hucrf_code/minFunc/mcholinc.m
hucrf_code/minFunc/minFunc.m
hucrf_code/minFunc/minFunc_processInputOptions.m
hucrf_code/minFunc/polyinterp.m
hucrf_code/minFunc/precondDiag.m
hucrf_code/minFunc/precondTriu.m
hucrf_code/minFunc/precondTriuDiag.m
hucrf_code/minFunc/rosenbrock.m
hucrf_code/minFunc/taylorModel.m
hucrf_code/minFunc/WolfeLineSearch.m
hucrf_code/minimize.m
__MACOSX/hucrf_code/._minimize.m
hucrf_code/ocr_experiment.m
__MACOSX/hucrf_code/._ocr_experiment.m
hucrf_code/train_crf.m
__MACOSX/hucrf_code/._train_crf.m
hucrf_code/train_crf_sgd.m
__MACOSX/hucrf_code/._train_crf_sgd.m
hucrf_code/treebank_experiment.m
__MACOSX/hucrf_code/._treebank_experiment.m
hucrf_code/util.cpp
hucrf_code/util.h
hucrf_code/viterbi_crf.cpp
__MACOSX/hucrf_code/._viterbi_crf.cpp
hucrf_code/viterbi_crf.m
__MACOSX/hucrf_code/._viterbi_crf.m
hucrf_code/viterbi_crf_2nd_order.cpp
hucrf_code/viterbi_crf_2nd_order.m
__MACOSX/hucrf_code/._viterbi_crf_2nd_order.m
hucrf_code/viterbi_hidden_crf.cpp
__MACOSX/hucrf_code/._viterbi_hidden_crf.cpp
hucrf_code/viterbi_hidden_crf.m
__MACOSX/hucrf_code/._viterbi_hidden_crf.m
hucrf_code/viterbi_hidden_crf_2nd_order.cpp
hucrf_code/viterbi_hidden_crf_2nd_order.m
__MACOSX/hucrf_code/._viterbi_hidden_crf_2nd_order.m
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