├── ReadMe.md ├── ex1 ├── computeCost.m ├── computeCostMulti.m ├── ex1.m ├── ex1.pdf ├── ex1_multi.m ├── ex1data1.txt ├── ex1data2.txt ├── featureNormalize.m ├── gradientDescent.m ├── gradientDescentMulti.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 │ └── submitWithConfiguration.m ├── normalEqn.m ├── plotData.m ├── submit.m ├── token.mat └── warmUpExercise.m ├── ex2 ├── costFunction.m ├── costFunctionReg.m ├── ex2.m ├── ex2.pdf ├── 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 │ └── submitWithConfiguration.m ├── mapFeature.m ├── plotData.m ├── plotDecisionBoundary.m ├── predict.m ├── sigmoid.m └── submit.m ├── ex3 ├── displayData.m ├── ex3.m ├── ex3.pdf ├── 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 │ └── submitWithConfiguration.m ├── lrCostFunction.m ├── oneVsAll.m ├── predict.m ├── predictOneVsAll.m ├── sigmoid.m ├── submit.m └── token.mat ├── ex4 ├── checkNNGradients.m ├── computeNumericalGradient.m ├── debugInitializeWeights.m ├── displayData.m ├── ex4.m ├── ex4.pdf ├── 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 │ └── submitWithConfiguration.m ├── nnCostFunction.m ├── predict.m ├── randInitializeWeights.m ├── sigmoid.m ├── sigmoidGradient.m ├── submit.m └── token.mat ├── ex5 ├── ex5.m ├── ex5.pdf ├── 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 │ └── submitWithConfiguration.m ├── linearRegCostFunction.m ├── plotFit.m ├── polyFeatures.m ├── submit.m ├── token.mat ├── trainLinearReg.m └── validationCurve.m ├── ex6 ├── dataset3Params.m ├── emailFeatures.m ├── emailSample1.txt ├── emailSample2.txt ├── ex6.m ├── ex6.pdf ├── 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 │ ├── makeValidFieldName.m │ └── submitWithConfiguration.m ├── linearKernel.m ├── plotData.m ├── porterStemmer.m ├── processEmail.m ├── readFile.m ├── spamSample1.txt ├── spamSample2.txt ├── spamTest.mat ├── spamTrain.mat ├── submit.m ├── svmPredict.m ├── svmTrain.m ├── token.mat ├── visualizeBoundary.m ├── visualizeBoundaryLinear.m └── vocab.txt ├── ex7 ├── bird_small.mat ├── bird_small.png ├── computeCentroids.m ├── displayData.m ├── drawLine.m ├── ex7.m ├── ex7.pdf ├── ex7_pca.m ├── ex7data1.mat ├── ex7data2.mat ├── ex7faces.mat ├── featureNormalize.m ├── findClosestCentroids.m ├── kMeansInitCentroids.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 │ └── submitWithConfiguration.m ├── pca.m ├── plotDataPoints.m ├── plotProgresskMeans.m ├── projectData.m ├── recoverData.m ├── runkMeans.m ├── submit.m └── token.mat └── ex8 ├── checkCostFunction.m ├── cofiCostFunc.m ├── computeNumericalGradient.m ├── estimateGaussian.m ├── ex8.m ├── ex8.pdf ├── ex8_cofi.m ├── ex8_movieParams.mat ├── ex8_movies.mat ├── ex8data1.mat ├── ex8data2.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 └── submitWithConfiguration.m ├── loadMovieList.m ├── movie_ids.txt ├── multivariateGaussian.m ├── normalizeRatings.m ├── selectThreshold.m ├── submit.m ├── token.mat └── visualizeFit.m /ReadMe.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ReadMe.md -------------------------------------------------------------------------------- /ex1/computeCost.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/computeCost.m -------------------------------------------------------------------------------- /ex1/computeCostMulti.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/computeCostMulti.m -------------------------------------------------------------------------------- /ex1/ex1.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/ex1.m -------------------------------------------------------------------------------- /ex1/ex1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/ex1.pdf -------------------------------------------------------------------------------- /ex1/ex1_multi.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/ex1_multi.m -------------------------------------------------------------------------------- /ex1/ex1data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/ex1data1.txt -------------------------------------------------------------------------------- /ex1/ex1data2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/ex1data2.txt -------------------------------------------------------------------------------- /ex1/featureNormalize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/featureNormalize.m -------------------------------------------------------------------------------- /ex1/gradientDescent.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/gradientDescent.m -------------------------------------------------------------------------------- /ex1/gradientDescentMulti.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/gradientDescentMulti.m -------------------------------------------------------------------------------- /ex1/lib/jsonlab/AUTHORS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/AUTHORS.txt -------------------------------------------------------------------------------- /ex1/lib/jsonlab/ChangeLog.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/ChangeLog.txt -------------------------------------------------------------------------------- /ex1/lib/jsonlab/LICENSE_BSD.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/LICENSE_BSD.txt -------------------------------------------------------------------------------- /ex1/lib/jsonlab/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/README.txt -------------------------------------------------------------------------------- /ex1/lib/jsonlab/jsonopt.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/jsonopt.m -------------------------------------------------------------------------------- /ex1/lib/jsonlab/loadjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/loadjson.m -------------------------------------------------------------------------------- /ex1/lib/jsonlab/loadubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/loadubjson.m -------------------------------------------------------------------------------- /ex1/lib/jsonlab/mergestruct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/mergestruct.m -------------------------------------------------------------------------------- /ex1/lib/jsonlab/savejson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/savejson.m -------------------------------------------------------------------------------- /ex1/lib/jsonlab/saveubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/saveubjson.m -------------------------------------------------------------------------------- /ex1/lib/jsonlab/varargin2struct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/jsonlab/varargin2struct.m -------------------------------------------------------------------------------- /ex1/lib/makeValidFieldName.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/makeValidFieldName.m -------------------------------------------------------------------------------- /ex1/lib/submitWithConfiguration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/lib/submitWithConfiguration.m -------------------------------------------------------------------------------- /ex1/normalEqn.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/normalEqn.m -------------------------------------------------------------------------------- /ex1/plotData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/plotData.m -------------------------------------------------------------------------------- /ex1/submit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/submit.m -------------------------------------------------------------------------------- /ex1/token.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/token.mat -------------------------------------------------------------------------------- /ex1/warmUpExercise.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex1/warmUpExercise.m -------------------------------------------------------------------------------- /ex2/costFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/costFunction.m -------------------------------------------------------------------------------- /ex2/costFunctionReg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/costFunctionReg.m -------------------------------------------------------------------------------- /ex2/ex2.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/ex2.m -------------------------------------------------------------------------------- /ex2/ex2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/ex2.pdf -------------------------------------------------------------------------------- /ex2/ex2_reg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/ex2_reg.m -------------------------------------------------------------------------------- /ex2/ex2data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/ex2data1.txt -------------------------------------------------------------------------------- /ex2/ex2data2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/ex2data2.txt -------------------------------------------------------------------------------- /ex2/lib/jsonlab/AUTHORS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/AUTHORS.txt -------------------------------------------------------------------------------- /ex2/lib/jsonlab/ChangeLog.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/ChangeLog.txt -------------------------------------------------------------------------------- /ex2/lib/jsonlab/LICENSE_BSD.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/LICENSE_BSD.txt -------------------------------------------------------------------------------- /ex2/lib/jsonlab/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/README.txt -------------------------------------------------------------------------------- /ex2/lib/jsonlab/jsonopt.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/jsonopt.m -------------------------------------------------------------------------------- /ex2/lib/jsonlab/loadjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/loadjson.m -------------------------------------------------------------------------------- /ex2/lib/jsonlab/loadubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/loadubjson.m -------------------------------------------------------------------------------- /ex2/lib/jsonlab/mergestruct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/mergestruct.m -------------------------------------------------------------------------------- /ex2/lib/jsonlab/savejson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/savejson.m -------------------------------------------------------------------------------- /ex2/lib/jsonlab/saveubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/saveubjson.m -------------------------------------------------------------------------------- /ex2/lib/jsonlab/varargin2struct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/jsonlab/varargin2struct.m -------------------------------------------------------------------------------- /ex2/lib/makeValidFieldName.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/makeValidFieldName.m -------------------------------------------------------------------------------- /ex2/lib/submitWithConfiguration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/lib/submitWithConfiguration.m -------------------------------------------------------------------------------- /ex2/mapFeature.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/mapFeature.m -------------------------------------------------------------------------------- /ex2/plotData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/plotData.m -------------------------------------------------------------------------------- /ex2/plotDecisionBoundary.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/plotDecisionBoundary.m -------------------------------------------------------------------------------- /ex2/predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/predict.m -------------------------------------------------------------------------------- /ex2/sigmoid.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/sigmoid.m -------------------------------------------------------------------------------- /ex2/submit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex2/submit.m -------------------------------------------------------------------------------- /ex3/displayData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/displayData.m -------------------------------------------------------------------------------- /ex3/ex3.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/ex3.m -------------------------------------------------------------------------------- /ex3/ex3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/ex3.pdf -------------------------------------------------------------------------------- /ex3/ex3_nn.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/ex3_nn.m -------------------------------------------------------------------------------- /ex3/ex3data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/ex3data1.mat -------------------------------------------------------------------------------- /ex3/ex3weights.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/ex3weights.mat -------------------------------------------------------------------------------- /ex3/fmincg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/fmincg.m -------------------------------------------------------------------------------- /ex3/lib/jsonlab/AUTHORS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/AUTHORS.txt -------------------------------------------------------------------------------- /ex3/lib/jsonlab/ChangeLog.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/ChangeLog.txt -------------------------------------------------------------------------------- /ex3/lib/jsonlab/LICENSE_BSD.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/LICENSE_BSD.txt -------------------------------------------------------------------------------- /ex3/lib/jsonlab/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/README.txt -------------------------------------------------------------------------------- /ex3/lib/jsonlab/jsonopt.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/jsonopt.m -------------------------------------------------------------------------------- /ex3/lib/jsonlab/loadjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/loadjson.m -------------------------------------------------------------------------------- /ex3/lib/jsonlab/loadubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/loadubjson.m -------------------------------------------------------------------------------- /ex3/lib/jsonlab/mergestruct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/mergestruct.m -------------------------------------------------------------------------------- /ex3/lib/jsonlab/savejson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/savejson.m -------------------------------------------------------------------------------- /ex3/lib/jsonlab/saveubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/saveubjson.m -------------------------------------------------------------------------------- /ex3/lib/jsonlab/varargin2struct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/jsonlab/varargin2struct.m -------------------------------------------------------------------------------- /ex3/lib/makeValidFieldName.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/makeValidFieldName.m -------------------------------------------------------------------------------- /ex3/lib/submitWithConfiguration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lib/submitWithConfiguration.m -------------------------------------------------------------------------------- /ex3/lrCostFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/lrCostFunction.m -------------------------------------------------------------------------------- /ex3/oneVsAll.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/oneVsAll.m -------------------------------------------------------------------------------- /ex3/predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/predict.m -------------------------------------------------------------------------------- /ex3/predictOneVsAll.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/predictOneVsAll.m -------------------------------------------------------------------------------- /ex3/sigmoid.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/sigmoid.m -------------------------------------------------------------------------------- /ex3/submit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/submit.m -------------------------------------------------------------------------------- /ex3/token.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex3/token.mat -------------------------------------------------------------------------------- /ex4/checkNNGradients.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/checkNNGradients.m -------------------------------------------------------------------------------- /ex4/computeNumericalGradient.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/computeNumericalGradient.m -------------------------------------------------------------------------------- /ex4/debugInitializeWeights.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/debugInitializeWeights.m -------------------------------------------------------------------------------- /ex4/displayData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/displayData.m -------------------------------------------------------------------------------- /ex4/ex4.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/ex4.m -------------------------------------------------------------------------------- /ex4/ex4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/ex4.pdf -------------------------------------------------------------------------------- /ex4/ex4data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/ex4data1.mat -------------------------------------------------------------------------------- /ex4/ex4weights.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/ex4weights.mat -------------------------------------------------------------------------------- /ex4/fmincg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/fmincg.m -------------------------------------------------------------------------------- /ex4/lib/jsonlab/AUTHORS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/AUTHORS.txt -------------------------------------------------------------------------------- /ex4/lib/jsonlab/ChangeLog.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/ChangeLog.txt -------------------------------------------------------------------------------- /ex4/lib/jsonlab/LICENSE_BSD.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/LICENSE_BSD.txt -------------------------------------------------------------------------------- /ex4/lib/jsonlab/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/README.txt -------------------------------------------------------------------------------- /ex4/lib/jsonlab/jsonopt.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/jsonopt.m -------------------------------------------------------------------------------- /ex4/lib/jsonlab/loadjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/loadjson.m -------------------------------------------------------------------------------- /ex4/lib/jsonlab/loadubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/loadubjson.m -------------------------------------------------------------------------------- /ex4/lib/jsonlab/mergestruct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/mergestruct.m -------------------------------------------------------------------------------- /ex4/lib/jsonlab/savejson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/savejson.m -------------------------------------------------------------------------------- /ex4/lib/jsonlab/saveubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/saveubjson.m -------------------------------------------------------------------------------- /ex4/lib/jsonlab/varargin2struct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/jsonlab/varargin2struct.m -------------------------------------------------------------------------------- /ex4/lib/makeValidFieldName.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/makeValidFieldName.m -------------------------------------------------------------------------------- /ex4/lib/submitWithConfiguration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/lib/submitWithConfiguration.m -------------------------------------------------------------------------------- /ex4/nnCostFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/nnCostFunction.m -------------------------------------------------------------------------------- /ex4/predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/predict.m -------------------------------------------------------------------------------- /ex4/randInitializeWeights.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/randInitializeWeights.m -------------------------------------------------------------------------------- /ex4/sigmoid.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/sigmoid.m -------------------------------------------------------------------------------- /ex4/sigmoidGradient.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/sigmoidGradient.m -------------------------------------------------------------------------------- /ex4/submit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/submit.m -------------------------------------------------------------------------------- /ex4/token.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex4/token.mat -------------------------------------------------------------------------------- /ex5/ex5.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/ex5.m -------------------------------------------------------------------------------- /ex5/ex5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/ex5.pdf -------------------------------------------------------------------------------- /ex5/ex5data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/ex5data1.mat -------------------------------------------------------------------------------- /ex5/featureNormalize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/featureNormalize.m -------------------------------------------------------------------------------- /ex5/fmincg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/fmincg.m -------------------------------------------------------------------------------- /ex5/learningCurve.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/learningCurve.m -------------------------------------------------------------------------------- /ex5/lib/jsonlab/AUTHORS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/AUTHORS.txt -------------------------------------------------------------------------------- /ex5/lib/jsonlab/ChangeLog.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/ChangeLog.txt -------------------------------------------------------------------------------- /ex5/lib/jsonlab/LICENSE_BSD.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/LICENSE_BSD.txt -------------------------------------------------------------------------------- /ex5/lib/jsonlab/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/README.txt -------------------------------------------------------------------------------- /ex5/lib/jsonlab/jsonopt.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/jsonopt.m -------------------------------------------------------------------------------- /ex5/lib/jsonlab/loadjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/loadjson.m -------------------------------------------------------------------------------- /ex5/lib/jsonlab/loadubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/loadubjson.m -------------------------------------------------------------------------------- /ex5/lib/jsonlab/mergestruct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/mergestruct.m -------------------------------------------------------------------------------- /ex5/lib/jsonlab/savejson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/savejson.m -------------------------------------------------------------------------------- /ex5/lib/jsonlab/saveubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/saveubjson.m -------------------------------------------------------------------------------- /ex5/lib/jsonlab/varargin2struct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/jsonlab/varargin2struct.m -------------------------------------------------------------------------------- /ex5/lib/makeValidFieldName.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/makeValidFieldName.m -------------------------------------------------------------------------------- /ex5/lib/submitWithConfiguration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/lib/submitWithConfiguration.m -------------------------------------------------------------------------------- /ex5/linearRegCostFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/linearRegCostFunction.m -------------------------------------------------------------------------------- /ex5/plotFit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/plotFit.m -------------------------------------------------------------------------------- /ex5/polyFeatures.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/polyFeatures.m -------------------------------------------------------------------------------- /ex5/submit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/submit.m -------------------------------------------------------------------------------- /ex5/token.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/token.mat -------------------------------------------------------------------------------- /ex5/trainLinearReg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/trainLinearReg.m -------------------------------------------------------------------------------- /ex5/validationCurve.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex5/validationCurve.m -------------------------------------------------------------------------------- /ex6/dataset3Params.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/dataset3Params.m -------------------------------------------------------------------------------- /ex6/emailFeatures.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/emailFeatures.m -------------------------------------------------------------------------------- /ex6/emailSample1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/emailSample1.txt -------------------------------------------------------------------------------- /ex6/emailSample2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/emailSample2.txt -------------------------------------------------------------------------------- /ex6/ex6.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/ex6.m -------------------------------------------------------------------------------- /ex6/ex6.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/ex6.pdf -------------------------------------------------------------------------------- /ex6/ex6_spam.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/ex6_spam.m -------------------------------------------------------------------------------- /ex6/ex6data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/ex6data1.mat -------------------------------------------------------------------------------- /ex6/ex6data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/ex6data2.mat -------------------------------------------------------------------------------- /ex6/ex6data3.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/ex6data3.mat -------------------------------------------------------------------------------- /ex6/gaussianKernel.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/gaussianKernel.m -------------------------------------------------------------------------------- /ex6/getVocabList.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/getVocabList.m -------------------------------------------------------------------------------- /ex6/lib/jsonlab/AUTHORS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/AUTHORS.txt -------------------------------------------------------------------------------- /ex6/lib/jsonlab/ChangeLog.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/ChangeLog.txt -------------------------------------------------------------------------------- /ex6/lib/jsonlab/LICENSE_BSD.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/LICENSE_BSD.txt -------------------------------------------------------------------------------- /ex6/lib/jsonlab/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/README.txt -------------------------------------------------------------------------------- /ex6/lib/jsonlab/jsonopt.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/jsonopt.m -------------------------------------------------------------------------------- /ex6/lib/jsonlab/loadjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/loadjson.m -------------------------------------------------------------------------------- /ex6/lib/jsonlab/loadubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/loadubjson.m -------------------------------------------------------------------------------- /ex6/lib/jsonlab/mergestruct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/mergestruct.m -------------------------------------------------------------------------------- /ex6/lib/jsonlab/savejson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/savejson.m -------------------------------------------------------------------------------- /ex6/lib/jsonlab/saveubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/saveubjson.m -------------------------------------------------------------------------------- /ex6/lib/jsonlab/varargin2struct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/jsonlab/varargin2struct.m -------------------------------------------------------------------------------- /ex6/lib/makeValidFieldName.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/makeValidFieldName.m -------------------------------------------------------------------------------- /ex6/lib/submitWithConfiguration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/lib/submitWithConfiguration.m -------------------------------------------------------------------------------- /ex6/linearKernel.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/linearKernel.m -------------------------------------------------------------------------------- /ex6/plotData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/plotData.m -------------------------------------------------------------------------------- /ex6/porterStemmer.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/porterStemmer.m -------------------------------------------------------------------------------- /ex6/processEmail.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/processEmail.m -------------------------------------------------------------------------------- /ex6/readFile.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/readFile.m -------------------------------------------------------------------------------- /ex6/spamSample1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/spamSample1.txt -------------------------------------------------------------------------------- /ex6/spamSample2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/spamSample2.txt -------------------------------------------------------------------------------- /ex6/spamTest.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/spamTest.mat -------------------------------------------------------------------------------- /ex6/spamTrain.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/spamTrain.mat -------------------------------------------------------------------------------- /ex6/submit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/submit.m -------------------------------------------------------------------------------- /ex6/svmPredict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/svmPredict.m -------------------------------------------------------------------------------- /ex6/svmTrain.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/svmTrain.m -------------------------------------------------------------------------------- /ex6/token.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/token.mat -------------------------------------------------------------------------------- /ex6/visualizeBoundary.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/visualizeBoundary.m -------------------------------------------------------------------------------- /ex6/visualizeBoundaryLinear.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/visualizeBoundaryLinear.m -------------------------------------------------------------------------------- /ex6/vocab.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex6/vocab.txt -------------------------------------------------------------------------------- /ex7/bird_small.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/bird_small.mat -------------------------------------------------------------------------------- /ex7/bird_small.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/bird_small.png -------------------------------------------------------------------------------- /ex7/computeCentroids.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/computeCentroids.m -------------------------------------------------------------------------------- /ex7/displayData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/displayData.m -------------------------------------------------------------------------------- /ex7/drawLine.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/drawLine.m -------------------------------------------------------------------------------- /ex7/ex7.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/ex7.m -------------------------------------------------------------------------------- /ex7/ex7.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/ex7.pdf -------------------------------------------------------------------------------- /ex7/ex7_pca.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/ex7_pca.m -------------------------------------------------------------------------------- /ex7/ex7data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/ex7data1.mat -------------------------------------------------------------------------------- /ex7/ex7data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/ex7data2.mat -------------------------------------------------------------------------------- /ex7/ex7faces.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/ex7faces.mat -------------------------------------------------------------------------------- /ex7/featureNormalize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/featureNormalize.m -------------------------------------------------------------------------------- /ex7/findClosestCentroids.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/findClosestCentroids.m -------------------------------------------------------------------------------- /ex7/kMeansInitCentroids.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/kMeansInitCentroids.m -------------------------------------------------------------------------------- /ex7/lib/jsonlab/AUTHORS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/AUTHORS.txt -------------------------------------------------------------------------------- /ex7/lib/jsonlab/ChangeLog.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/ChangeLog.txt -------------------------------------------------------------------------------- /ex7/lib/jsonlab/LICENSE_BSD.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/LICENSE_BSD.txt -------------------------------------------------------------------------------- /ex7/lib/jsonlab/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/README.txt -------------------------------------------------------------------------------- /ex7/lib/jsonlab/jsonopt.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/jsonopt.m -------------------------------------------------------------------------------- /ex7/lib/jsonlab/loadjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/loadjson.m -------------------------------------------------------------------------------- /ex7/lib/jsonlab/loadubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/loadubjson.m -------------------------------------------------------------------------------- /ex7/lib/jsonlab/mergestruct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/mergestruct.m -------------------------------------------------------------------------------- /ex7/lib/jsonlab/savejson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/savejson.m -------------------------------------------------------------------------------- /ex7/lib/jsonlab/saveubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/saveubjson.m -------------------------------------------------------------------------------- /ex7/lib/jsonlab/varargin2struct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/jsonlab/varargin2struct.m -------------------------------------------------------------------------------- /ex7/lib/makeValidFieldName.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/makeValidFieldName.m -------------------------------------------------------------------------------- /ex7/lib/submitWithConfiguration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/lib/submitWithConfiguration.m -------------------------------------------------------------------------------- /ex7/pca.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/pca.m -------------------------------------------------------------------------------- /ex7/plotDataPoints.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/plotDataPoints.m -------------------------------------------------------------------------------- /ex7/plotProgresskMeans.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/plotProgresskMeans.m -------------------------------------------------------------------------------- /ex7/projectData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/projectData.m -------------------------------------------------------------------------------- /ex7/recoverData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/recoverData.m -------------------------------------------------------------------------------- /ex7/runkMeans.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/runkMeans.m -------------------------------------------------------------------------------- /ex7/submit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/submit.m -------------------------------------------------------------------------------- /ex7/token.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex7/token.mat -------------------------------------------------------------------------------- /ex8/checkCostFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/checkCostFunction.m -------------------------------------------------------------------------------- /ex8/cofiCostFunc.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/cofiCostFunc.m -------------------------------------------------------------------------------- /ex8/computeNumericalGradient.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/computeNumericalGradient.m -------------------------------------------------------------------------------- /ex8/estimateGaussian.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/estimateGaussian.m -------------------------------------------------------------------------------- /ex8/ex8.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/ex8.m -------------------------------------------------------------------------------- /ex8/ex8.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/ex8.pdf -------------------------------------------------------------------------------- /ex8/ex8_cofi.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/ex8_cofi.m -------------------------------------------------------------------------------- /ex8/ex8_movieParams.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/ex8_movieParams.mat -------------------------------------------------------------------------------- /ex8/ex8_movies.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/ex8_movies.mat -------------------------------------------------------------------------------- /ex8/ex8data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/ex8data1.mat -------------------------------------------------------------------------------- /ex8/ex8data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/ex8data2.mat -------------------------------------------------------------------------------- /ex8/fmincg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/fmincg.m -------------------------------------------------------------------------------- /ex8/lib/jsonlab/AUTHORS.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/AUTHORS.txt -------------------------------------------------------------------------------- /ex8/lib/jsonlab/ChangeLog.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/ChangeLog.txt -------------------------------------------------------------------------------- /ex8/lib/jsonlab/LICENSE_BSD.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/LICENSE_BSD.txt -------------------------------------------------------------------------------- /ex8/lib/jsonlab/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/README.txt -------------------------------------------------------------------------------- /ex8/lib/jsonlab/jsonopt.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/jsonopt.m -------------------------------------------------------------------------------- /ex8/lib/jsonlab/loadjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/loadjson.m -------------------------------------------------------------------------------- /ex8/lib/jsonlab/loadubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/loadubjson.m -------------------------------------------------------------------------------- /ex8/lib/jsonlab/mergestruct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/mergestruct.m -------------------------------------------------------------------------------- /ex8/lib/jsonlab/savejson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/savejson.m -------------------------------------------------------------------------------- /ex8/lib/jsonlab/saveubjson.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/saveubjson.m -------------------------------------------------------------------------------- /ex8/lib/jsonlab/varargin2struct.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/jsonlab/varargin2struct.m -------------------------------------------------------------------------------- /ex8/lib/makeValidFieldName.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/makeValidFieldName.m -------------------------------------------------------------------------------- /ex8/lib/submitWithConfiguration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/lib/submitWithConfiguration.m -------------------------------------------------------------------------------- /ex8/loadMovieList.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/loadMovieList.m -------------------------------------------------------------------------------- /ex8/movie_ids.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/movie_ids.txt -------------------------------------------------------------------------------- /ex8/multivariateGaussian.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/multivariateGaussian.m -------------------------------------------------------------------------------- /ex8/normalizeRatings.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/normalizeRatings.m -------------------------------------------------------------------------------- /ex8/selectThreshold.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/selectThreshold.m -------------------------------------------------------------------------------- /ex8/submit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/submit.m -------------------------------------------------------------------------------- /ex8/token.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/token.mat -------------------------------------------------------------------------------- /ex8/visualizeFit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlotus/Coursera_Machine_Learning_Exercises/HEAD/ex8/visualizeFit.m --------------------------------------------------------------------------------