LogisticRegressionSolvers
所属分类：聚类算法
开发工具：matlab
文件大小：27KB
下载次数：0
上传日期：2014-05-22 06:41:15
上 传 者：
sh-1993
说明： 用于构建Logistic回归分类器的解算器。
(Solvers for Building Logistic Regression Classifiers.)
文件列表:
MNIST (0, 2014-05-22)
MNIST\downloading (293, 2014-05-22)
MNIST\loadMNISTImages.m (811, 2014-05-22)
MNIST\loadMNISTLabels.m (516, 2014-05-22)
MNIST\readMNIST.m (3201, 2014-05-22)
MNIST\readMNIST_image.m (935, 2014-05-22)
lrBFGS.m (2560, 2014-05-22)
lrCG.m (2465, 2014-05-22)
lrCostFunc.m (641, 2014-05-22)
lrDFP.m (2450, 2014-05-22)
lrFastDescent.m (2176, 2014-05-22)
lrFixedNewton.m (2224, 2014-05-22)
lrLBFGS.m (2890, 2014-05-22)
lrLinearSearch.m (1243, 2014-05-22)
lrNewton.m (1840, 2014-05-22)
lrSGD.m (2933, 2014-05-22)
lrSolver_Demo_multi.m (1654, 2014-05-22)
lrSolver_Demo_tc.m (1906, 2014-05-22)
lrSolver_MNIST.m (1567, 2014-05-22)
sigmoid.m (105, 2014-05-22)
smLinearSearch.m (1134, 2014-05-22)
softmaxBFGS.m (2731, 2014-05-22)
softmaxCostFunc.m (937, 2014-05-22)
softmaxFastDescent.m (2393, 2014-05-22)
softmaxFunc.m (406, 2014-05-22)
softmaxLBFGS.m (3171, 2014-05-22)
softmaxSGD.m (2654, 2014-05-22)
softmaxSolver_Demo.m (1850, 2014-05-22)
softmaxSolver_Demo_mc.m (1324, 2014-05-22)
softmaxSolver_MNIST.m (989, 2014-05-22)
softmaxSolver_MNIST_32.m (989, 2014-05-22)
tcdataGenerator.m (1168, 2014-05-22)
Solvers for Logistic Regression:
* CG
* DFP
* FastDescent
* FixedNewton
* BFGS
* LBFGS
* SGD
Solvers for softmax Refression:
* FastDescent
* BFGS
* LBFGS
* SGD
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