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
资源文件列表
stanford_dl_ex-master/cnn/cnnConvolve.m , 2365
stanford_dl_ex-master/cnn/cnnCost.m , 5100
stanford_dl_ex-master/cnn/cnnExercise.m , 3912
stanford_dl_ex-master/cnn/cnnInitParams.m , 1486
stanford_dl_ex-master/cnn/cnnParamsToStack.m , 1403
stanford_dl_ex-master/cnn/cnnPool.m , 1187
stanford_dl_ex-master/cnn/cnnTrain.m , 3815
stanford_dl_ex-master/cnn/computeNumericalGradient.m , 1255
stanford_dl_ex-master/cnn/minFuncSGD.m , 2452
stanford_dl_ex-master/common/display_network.m , 2647
stanford_dl_ex-master/common/loadMNISTImages.m , 811
stanford_dl_ex-master/common/loadMNISTLabels.m , 516
stanford_dl_ex-master/common/minFunc_2012/autoDif/autoGrad.m , 1319
stanford_dl_ex-master/common/minFunc_2012/autoDif/autoHess.m , 1184
stanford_dl_ex-master/common/minFunc_2012/autoDif/autoHv.m , 371
stanford_dl_ex-master/common/minFunc_2012/autoDif/autoTensor.m , 1338
stanford_dl_ex-master/common/minFunc_2012/autoDif/derivativeCheck.m , 1034
stanford_dl_ex-master/common/minFunc_2012/autoDif/fastDerivativeCheck.m , 1704
stanford_dl_ex-master/common/minFunc_2012/example_derivativeCheck.m , 1392
stanford_dl_ex-master/common/minFunc_2012/example_minFunc.m , 2421
stanford_dl_ex-master/common/minFunc_2012/logisticExample/example_minFunc_LR.m , 2449
stanford_dl_ex-master/common/minFunc_2012/logisticExample/LogisticDiagPrecond.m , 417
stanford_dl_ex-master/common/minFunc_2012/logisticExample/LogisticHv.m , 216
stanford_dl_ex-master/common/minFunc_2012/logisticExample/LogisticLoss.m , 709
stanford_dl_ex-master/common/minFunc_2012/logisticExample/mylogsumexp.m , 228
stanford_dl_ex-master/common/minFunc_2012/mexAll.m , 266
stanford_dl_ex-master/common/minFunc_2012/minFunc/ArmijoBacktrack.m , 4533
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsAddC.mexa64 , 8184
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsAddC.mexmaci64 , 8800
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsAddC.mexw64 , 7168
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsC.mexa64 , 8187
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsC.mexglx , 7733
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsC.mexmac , 9500
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsC.mexmaci , 12660
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsC.mexmaci64 , 8800
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsC.mexw32 , 7168
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsC.mexw64 , 9728
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsProdC.mexa64 , 8322
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsProdC.mexmaci64 , 8992
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/lbfgsProdC.mexw64 , 10752
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/mcholC.mexa64 , 12621
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/mcholC.mexglx , 13046
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/mcholC.mexmac , 9936
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/mcholC.mexmaci64 , 13184
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/mcholC.mexw32 , 8192
stanford_dl_ex-master/common/minFunc_2012/minFunc/compiled/mcholC.mexw64 , 12288
stanford_dl_ex-master/common/minFunc_2012/minFunc/conjGrad.m , 1886
stanford_dl_ex-master/common/minFunc_2012/minFunc/dampedUpdate.m , 995
stanford_dl_ex-master/common/minFunc_2012/minFunc/isLegal.m , 107
stanford_dl_ex-master/common/minFunc_2012/minFunc/lbfgs.m , 924
stanford_dl_ex-master/common/minFunc_2012/minFunc/lbfgsAdd.m , 679
stanford_dl_ex-master/common/minFunc_2012/minFunc/lbfgsProd.m , 696
stanford_dl_ex-master/common/minFunc_2012/minFunc/lbfgsUpdate.m , 614
stanford_dl_ex-master/common/minFunc_2012/minFunc/mchol.m , 1308
stanford_dl_ex-master/common/minFunc_2012/minFunc/mcholinc.m , 564
stanford_dl_ex-master/common/minFunc_2012/minFunc/mex/lbfgsAddC.c , 802
stanford_dl_ex-master/common/minFunc_2012/minFunc/mex/lbfgsC.c , 2408
stanford_dl_ex-master/common/minFunc_2012/minFunc/mex/lbfgsProdC.c , 2285
stanford_dl_ex-master/common/minFunc_2012/minFunc/mex/mcholC.c , 4192
stanford_dl_ex-master/common/minFunc_2012/minFunc/minFunc.m , 42735
stanford_dl_ex-master/common/minFunc_2012/minFunc/minFunc_processInputOptions.m , 4103
stanford_dl_ex-master/common/minFunc_2012/minFunc/polyinterp.m , 4158
stanford_dl_ex-master/common/minFunc_2012/minFunc/precondDiag.m , 42
stanford_dl_ex-master/common/minFunc_2012/minFunc/precondTriu.m , 51
stanford_dl_ex-master/common/minFunc_2012/minFunc/precondTriuDiag.m , 60
stanford_dl_ex-master/common/minFunc_2012/minFunc/taylorModel.m , 677
stanford_dl_ex-master/common/minFunc_2012/minFunc/WolfeLineSearch.m , 10590
stanford_dl_ex-master/common/minFunc_2012/rosenbrock.m , 80
stanford_dl_ex-master/common/samplePatches.m , 733
stanford_dl_ex-master/ex1/binary_classifier_accuracy.m , 138
stanford_dl_ex-master/ex1/ex1a_linreg.m , 2773
stanford_dl_ex-master/ex1/ex1b_logreg.m , 1988
stanford_dl_ex-master/ex1/ex1c_softmax.m , 2076
stanford_dl_ex-master/ex1/ex1_load_mnist.m , 1206
stanford_dl_ex-master/ex1/grad_check.m , 673
stanford_dl_ex-master/ex1/housing.data , 49082
stanford_dl_ex-master/ex1/linear_regression.asv , 855
stanford_dl_ex-master/ex1/linear_regression.m , 844
stanford_dl_ex-master/ex1/linear_regression_vec.m , 683
stanford_dl_ex-master/ex1/logistic_regression.m , 795
stanford_dl_ex-master/ex1/logistic_regression_vec.m , 692
stanford_dl_ex-master/ex1/multi_classifier_accuracy.m , 157
stanford_dl_ex-master/ex1/sigmoid.m , 42
stanford_dl_ex-master/ex1/softmax_regression_vec.m , 1077
stanford_dl_ex-master/LICENSE , 1078
stanford_dl_ex-master/multilayer_supervised/initialize_weights.m , 816
stanford_dl_ex-master/multilayer_supervised/load_preprocess_mnist.m , 639
stanford_dl_ex-master/multilayer_supervised/params2stack.m , 1060
stanford_dl_ex-master/multilayer_supervised/run_train.m , 1969
stanford_dl_ex-master/multilayer_supervised/stack2params.m , 1523
stanford_dl_ex-master/multilayer_supervised/supervised_dnn_cost.m , 1002
stanford_dl_ex-master/pca/pca_gen.m , 5147
stanford_dl_ex-master/README.md , 385
stanford_dl_ex-master/rica/bsxfunwrap.m , 1030
stanford_dl_ex-master/rica/l2rowscaled.m , 154
stanford_dl_ex-master/rica/l2rowscaledg.m , 452
stanford_dl_ex-master/rica/preprocess.m , 153
stanford_dl_ex-master/rica/readme.txt , 124
stanford_dl_ex-master/rica/removeDC.m , 420
stanford_dl_ex-master/rica/runSoftICA.m , 1814
stanford_dl_ex-master/rica/showBases.m , 214
stanford_dl_ex-master/rica/softICACost.m , 388
stanford_dl_ex-master/rica/zca2.m , 319
stanford_dl_ex-master/stl/feedfowardRICA.m , 2453
stanford_dl_ex-master/stl/stlExercise.m , 5871