├── .gitignore ├── README.md ├── images ├── calculating-training-error.png ├── regularized-linear-regression-cost-function.png └── regularized-linear-regression-gradient.png ├── linear-regression ├── costFunction.m ├── fmincg.m ├── linRegData.mat ├── main.m └── trainLinearRegression.m ├── logistic-regression ├── costFunction.m ├── costFunctionReg.m ├── ex2.m ├── ex2_reg.m ├── ex2data1.txt ├── ex2data2.txt ├── lib │ ├── jsonlab │ │ ├── AUTHORS.txt │ │ ├── ChangeLog.txt │ │ ├── LICENSE_BSD.txt │ │ ├── README.txt │ │ ├── jsonopt.m │ │ ├── loadjson.m │ │ ├── loadubjson.m │ │ ├── mergestruct.m │ │ ├── savejson.m │ │ ├── saveubjson.m │ │ └── varargin2struct.m │ └── makeValidFieldName.m ├── mapFeature.m ├── plotData.m ├── plotDecisionBoundary.m ├── predict.m └── sigmoid.m ├── neural-networks-learning ├── checkNNGradients.m ├── computeNumericalGradient.m ├── debugInitializeWeights.m ├── displayData.m ├── ex4.m ├── ex4data1.mat ├── ex4weights.mat ├── fmincg.m ├── lib │ ├── jsonlab │ │ ├── AUTHORS.txt │ │ ├── ChangeLog.txt │ │ ├── LICENSE_BSD.txt │ │ ├── README.txt │ │ ├── jsonopt.m │ │ ├── loadjson.m │ │ ├── loadubjson.m │ │ ├── mergestruct.m │ │ ├── savejson.m │ │ ├── saveubjson.m │ │ └── varargin2struct.m │ └── makeValidFieldName.m ├── nnCostFunction.m ├── predict.m ├── randInitializeWeights.m ├── sigmoid.m └── sigmoidGradient.m ├── neural-networks ├── displayData.m ├── ex3.m ├── ex3_nn.m ├── ex3data1.mat ├── ex3weights.mat ├── fmincg.m ├── lib │ ├── jsonlab │ │ ├── AUTHORS.txt │ │ ├── ChangeLog.txt │ │ ├── LICENSE_BSD.txt │ │ ├── README.txt │ │ ├── jsonopt.m │ │ ├── loadjson.m │ │ ├── loadubjson.m │ │ ├── mergestruct.m │ │ ├── savejson.m │ │ ├── saveubjson.m │ │ └── varargin2struct.m │ └── makeValidFieldName.m ├── lrCostFunction.m ├── oneVsAll.m ├── predict.m ├── predictOneVsAll.m └── sigmoid.m ├── regularized-linear-regression ├── ex5.m ├── ex5data1.mat ├── featureNormalize.m ├── fmincg.m ├── learningCurve.m ├── lib │ ├── jsonlab │ │ ├── AUTHORS.txt │ │ ├── ChangeLog.txt │ │ ├── LICENSE_BSD.txt │ │ ├── README.txt │ │ ├── jsonopt.m │ │ ├── loadjson.m │ │ ├── loadubjson.m │ │ ├── mergestruct.m │ │ ├── savejson.m │ │ ├── saveubjson.m │ │ └── varargin2struct.m │ └── makeValidFieldName.m ├── linearRegCostFunction.m ├── plotFit.m ├── polyFeatures.m ├── trainLinearReg.m └── validationCurve.m └── support-vector-machines ├── dataset3Params.m ├── emailFeatures.m ├── emailSample1.txt ├── emailSample2.txt ├── ex6.m ├── ex6_spam.m ├── ex6data1.mat ├── ex6data2.mat ├── ex6data3.mat ├── gaussianKernel.m ├── getVocabList.m ├── lib └── jsonlab │ ├── AUTHORS.txt │ ├── ChangeLog.txt │ ├── LICENSE_BSD.txt │ ├── README.txt │ ├── jsonopt.m │ ├── loadjson.m │ ├── loadubjson.m │ ├── mergestruct.m │ ├── savejson.m │ ├── saveubjson.m │ └── varargin2struct.m ├── linearKernel.m ├── plotData.m ├── porterStemmer.m ├── processEmail.m ├── readFile.m ├── spamSample1.txt ├── spamSample2.txt ├── spamTest.mat ├── spamTrain.mat ├── svmPredict.m ├── svmTrain.m ├── token.mat 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