machine-learning-stanford081203
所属分类：matlab编程
开发工具：matlab
文件大小：133KB
下载次数：27
上传日期：2016-06-20 17:29:23
上 传 者：
哈哈哈哈1哈1
说明： 斯坦福大学教授教授的课程，机器学习，有全部的matlab源码，非常适合机器学习初学者
(Stanford University professor of curriculum, machine learning, there are all the matlab source code, very suitable for beginners of machine learning)
文件列表:
cnn\cnnConvolve.m (2365, 2013-09-25)
cnn\cnnCost.m (5100, 2013-09-25)
cnn\cnnExercise.m (3912, 2013-09-25)
cnn\cnnInitParams.m (1486, 2013-09-25)
cnn\cnnParamsToStack.m (1403, 2013-09-25)
cnn\cnnPool.m (1187, 2013-09-25)
cnn\cnnTrain.m (3815, 2013-09-25)
cnn\computeNumericalGradient.m (1255, 2013-09-25)
cnn\minFuncSGD.m (2452, 2013-09-25)
common\display_network.m (2647, 2013-09-25)
common\loadMNISTImages.m (811, 2013-09-25)
common\loadMNISTLabels.m (516, 2013-09-25)
common\minFunc_2012\autoDif\autoGrad.m (1319, 2013-09-25)
common\minFunc_2012\autoDif\autoHess.m (1184, 2013-09-25)
common\minFunc_2012\autoDif\autoHv.m (371, 2013-09-25)
common\minFunc_2012\autoDif\autoTensor.m (1338, 2013-09-25)
common\minFunc_2012\autoDif\derivativeCheck.m (1034, 2013-09-25)
common\minFunc_2012\autoDif\fastDerivativeCheck.m (1704, 2013-09-25)
common\minFunc_2012\example_derivativeCheck.m (1392, 2013-09-25)
common\minFunc_2012\example_minFunc.m (2421, 2013-09-25)
common\minFunc_2012\logisticExample\example_minFunc_LR.m (2449, 2013-09-25)
common\minFunc_2012\logisticExample\LogisticDiagPrecond.m (417, 2013-09-25)
common\minFunc_2012\logisticExample\LogisticHv.m (216, 2013-09-25)
common\minFunc_2012\logisticExample\LogisticLoss.m (709, 2013-09-25)
common\minFunc_2012\logisticExample\mylogsumexp.m (228, 2013-09-25)
common\minFunc_2012\mexAll.m (266, 2013-09-25)
common\minFunc_2012\minFunc\ArmijoBacktrack.m (4533, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsAddC.mexa64 (8184, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsAddC.mexmaci64 (8800, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsAddC.mexw64 (7168, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsC.mexa64 (8187, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsC.mexglx (7733, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsC.mexmac (9500, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsC.mexmaci (12660, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsC.mexmaci64 (8800, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsC.mexw32 (7168, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsC.mexw64 (9728, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsProdC.mexa64 (8322, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsProdC.mexmaci64 (8992, 2013-09-25)
common\minFunc_2012\minFunc\compiled\lbfgsProdC.mexw64 (10752, 2013-09-25)
... ...
stanford_dl_ex
==============
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
This repository contains starter code for the tutorial at http://ufldl.stanford.edu/tutorial
If you have suggestions, questions, or bug reports, please submit contact:
Andrew Maas ( amaas AT cs dot stanford.edu)
Sameep Tandon (sameep AT stanford dot edu)
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