├── README.md ├── mlclass-ex1 ├── computeCost.m ├── computeCostMulti.m ├── ex1.m ├── ex1_multi.m ├── ex1data1.txt ├── ex1data2.txt ├── featureNormalize.m ├── gradientDescent.m ├── gradientDescentMulti.m ├── normalEqn.m ├── plotData.m ├── submit.m └── warmUpExercise.m ├── mlclass-ex2 ├── costFunction.m ├── costFunctionReg.m ├── ex2.m ├── ex2.pdf ├── ex2_reg.m ├── ex2data1.txt ├── ex2data2.txt ├── mapFeature.m ├── plotData.m ├── plotDecisionBoundary.m ├── predict.m ├── sigmoid.m ├── submit.m └── submitWeb.m ├── mlclass-ex3 ├── displayData.m ├── ex3.m ├── ex3_nn.m ├── ex3data1.mat ├── ex3weights.mat ├── fmincg.m ├── lrCostFunction.m ├── oneVsAll.m ├── predict.m ├── predictOneVsAll.m ├── sigmoid.m ├── submit.m └── submitWeb.m ├── mlclass-ex4 ├── checkNNGradients.m ├── computeNumericalGradient.m ├── debugInitializeWeights.m ├── displayData.m ├── ex4.m ├── ex4data1.mat ├── ex4weights.mat ├── fmincg.m ├── nnCostFunction.m ├── predict.m ├── randInitializeWeights.m ├── sigmoid.m ├── sigmoidGradient.m ├── submit.m └── submitWeb.m ├── mlclass-ex5 ├── ex5.m ├── ex5data1.mat ├── featureNormalize.m ├── fmincg.m ├── learningCurve.m ├── linearRegCostFunction.m ├── plotFit.m ├── polyFeatures.m ├── submit.m ├── submitWeb.m ├── trainLinearReg.m └── validationCurve.m ├── mlclass-ex6 ├── dataset3Params.m ├── emailFeatures.m ├── emailSample1.txt ├── emailSample2.txt ├── ex6.m ├── ex6_spam.m ├── ex6data1.mat ├── ex6data2.mat ├── ex6data3.mat ├── gaussianKernel.m ├── getVocabList.m ├── linearKernel.m ├── new.m ├── octave-core ├── plotData.m ├── porterStemmer.m ├── processEmail.m ├── readFile.m ├── spamSample1.txt ├── spamSample2.txt ├── spamTest.mat ├── spamTrain.mat ├── submit.m ├── submitWeb.m ├── svmPredict.m ├── svmTrain.m ├── visualizeBoundary.m ├── visualizeBoundaryLinear.m └── vocab.txt ├── mlclass-ex7 ├── bird_small.mat ├── bird_small.png ├── computeCentroids.m ├── displayData.m ├── drawLine.m ├── ex7.m ├── ex7_pca.m ├── ex7data1.mat ├── ex7data2.mat ├── ex7faces.mat ├── 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