├── 1.linear_regression ├── ex1.linear_regreesion.ipynb ├── ex1data1.txt └── ex1data2.txt ├── 2.logistic_regression ├── ex2.logistic_regression.ipynb ├── ex2data1.txt ├── ex2data2.txt └── sample_for_scipy.optimize.minimize.ipynb ├── 3.multi-class_classification_and_neural_network ├── ex3.Multi-class_Classification.ipynb ├── ex3.neural_network.ipynb ├── ex3data1.mat ├── ex3weights.mat └── img │ └── nn_model.png ├── 4.nurual_network_back_propagation ├── ex4.nerual_network_backpropagation.ipynb ├── ex4data1.mat ├── ex4weights.mat └── img │ └── nn_model.png ├── 5.bias_vs_variance ├── ex5.bias_vs_variance.ipynb └── ex5data1.mat ├── 6.svm ├── data │ ├── emailSample1.txt │ ├── emailSample2.txt │ ├── ex6data1.mat │ ├── ex6data2.mat │ ├── ex6data3.mat │ ├── spamSample1.txt │ ├── spamSample2.txt │ ├── spamTest.mat │ ├── spamTrain.mat │ └── vocab.txt └── ex6.SVM.ipynb ├── 7.kmeans_and_PCA ├── data │ ├── bird_small.mat │ ├── bird_small.png │ ├── ex7data1.mat │ ├── ex7data2.mat │ └── ex7faces.mat └── ex7.K-means_and_PCA.ipynb ├── 8.anomaly_detection_and_recommendation ├── data │ ├── ex8_movieParams.mat │ ├── ex8_movies.mat │ ├── ex8data1.mat │ ├── ex8data2.mat │ └── movie_ids.txt ├── ex8.Anomaly_Detection_and_Recommendation.ipynb └── img │ ├── rcmd_cost.png │ ├── rcmd_gradient.png │ ├── rcmd_reg_grad.png │ └── rcmd_vectorized_grad.png ├── Machine_Learning_Assignment(ex1-ex8).pdf ├── README.md └── original-machine-learning-MATLAB ├── ex1 ├── computeCost.m ├── computeCostMulti.m ├── ex1.m ├── ex1_multi.m ├── ex1data1.txt ├── ex1data2.txt ├── featureNormalize.m ├── gradientDescent.m ├── gradientDescentMulti.m ├── normalEqn.m ├── plotData.m └── warmUpExercise.m ├── ex2 ├── costFunction.m ├── costFunctionReg.m ├── ex2.m ├── ex2_reg.m ├── ex2data1.txt ├── ex2data2.txt ├── mapFeature.m ├── plotData.m ├── plotDecisionBoundary.m ├── predict.m └── sigmoid.m ├── ex3 ├── displayData.m ├── ex3.m ├── ex3_nn.m ├── ex3data1.mat ├── ex3weights.mat ├── fmincg.m ├── lrCostFunction.m ├── oneVsAll.m ├── predict.m ├── predictOneVsAll.m └── sigmoid.m ├── ex4 ├── 0.png ├── 1.png ├── 3.png ├── 4.png ├── 7.png ├── 8.png ├── 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 ├── ex5 ├── ex5.m ├── ex5data1.mat ├── featureNormalize.m ├── fmincg.m ├── learningCurve.m ├── linearRegCostFunction.m ├── plotFit.m ├── polyFeatures.m ├── trainLinearReg.m └── validationCurve.m ├── 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 ├── plotData.m ├── porterStemmer.m ├── processEmail.m ├── readFile.m ├── spamSample1.txt ├── spamSample2.txt ├── spamTest.mat ├── spamTrain.mat ├── svmPredict.m ├── svmTrain.m ├── visualizeBoundary.m ├── visualizeBoundaryLinear.m └── vocab.txt ├── ex7 ├── bird_small.mat ├── bird_small.png ├── computeCentroids.m ├── displayData.m ├── drawLine.m ├── ex7.m ├── ex7_pca.m ├── ex7data1.mat ├── ex7data2.mat ├── ex7faces.mat ├── featureNormalize.m ├── findClosestCentroids.m ├── kMeansInitCentroids.m ├── pca.m ├── plotDataPoints.m ├── plotProgresskMeans.m ├── projectData.m ├── recoverData.m └── runkMeans.m └── ex8 ├── checkCostFunction.m ├── cofiCostFunc.m ├── computeNumericalGradient.m ├── estimateGaussian.m ├── ex8.m ├── ex8_cofi.m ├── ex8_movieParams.mat ├── ex8_movies.mat ├── ex8data1.mat ├── ex8data2.mat ├── fmincg.m ├── loadMovieList.m ├── movie_ids.txt ├── multivariateGaussian.m ├── normalizeRatings.m ├── selectThreshold.m └── visualizeFit.m /1.linear_regression/ex1.linear_regreesion.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/1.linear_regression/ex1.linear_regreesion.ipynb -------------------------------------------------------------------------------- /1.linear_regression/ex1data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/1.linear_regression/ex1data1.txt -------------------------------------------------------------------------------- /1.linear_regression/ex1data2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/1.linear_regression/ex1data2.txt -------------------------------------------------------------------------------- /2.logistic_regression/ex2.logistic_regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/2.logistic_regression/ex2.logistic_regression.ipynb -------------------------------------------------------------------------------- /2.logistic_regression/ex2data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/2.logistic_regression/ex2data1.txt -------------------------------------------------------------------------------- /2.logistic_regression/ex2data2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/2.logistic_regression/ex2data2.txt -------------------------------------------------------------------------------- /2.logistic_regression/sample_for_scipy.optimize.minimize.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/2.logistic_regression/sample_for_scipy.optimize.minimize.ipynb -------------------------------------------------------------------------------- /3.multi-class_classification_and_neural_network/ex3.Multi-class_Classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/3.multi-class_classification_and_neural_network/ex3.Multi-class_Classification.ipynb -------------------------------------------------------------------------------- /3.multi-class_classification_and_neural_network/ex3.neural_network.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/3.multi-class_classification_and_neural_network/ex3.neural_network.ipynb -------------------------------------------------------------------------------- /3.multi-class_classification_and_neural_network/ex3data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/3.multi-class_classification_and_neural_network/ex3data1.mat -------------------------------------------------------------------------------- /3.multi-class_classification_and_neural_network/ex3weights.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/3.multi-class_classification_and_neural_network/ex3weights.mat -------------------------------------------------------------------------------- /3.multi-class_classification_and_neural_network/img/nn_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/3.multi-class_classification_and_neural_network/img/nn_model.png -------------------------------------------------------------------------------- /4.nurual_network_back_propagation/ex4.nerual_network_backpropagation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/4.nurual_network_back_propagation/ex4.nerual_network_backpropagation.ipynb -------------------------------------------------------------------------------- /4.nurual_network_back_propagation/ex4data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/4.nurual_network_back_propagation/ex4data1.mat -------------------------------------------------------------------------------- /4.nurual_network_back_propagation/ex4weights.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/4.nurual_network_back_propagation/ex4weights.mat -------------------------------------------------------------------------------- /4.nurual_network_back_propagation/img/nn_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/4.nurual_network_back_propagation/img/nn_model.png -------------------------------------------------------------------------------- /5.bias_vs_variance/ex5.bias_vs_variance.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/5.bias_vs_variance/ex5.bias_vs_variance.ipynb -------------------------------------------------------------------------------- /5.bias_vs_variance/ex5data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/5.bias_vs_variance/ex5data1.mat -------------------------------------------------------------------------------- /6.svm/data/emailSample1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/emailSample1.txt -------------------------------------------------------------------------------- /6.svm/data/emailSample2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/emailSample2.txt -------------------------------------------------------------------------------- /6.svm/data/ex6data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/ex6data1.mat -------------------------------------------------------------------------------- /6.svm/data/ex6data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/ex6data2.mat -------------------------------------------------------------------------------- /6.svm/data/ex6data3.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/ex6data3.mat -------------------------------------------------------------------------------- /6.svm/data/spamSample1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/spamSample1.txt -------------------------------------------------------------------------------- /6.svm/data/spamSample2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/spamSample2.txt -------------------------------------------------------------------------------- /6.svm/data/spamTest.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/spamTest.mat -------------------------------------------------------------------------------- /6.svm/data/spamTrain.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/spamTrain.mat -------------------------------------------------------------------------------- /6.svm/data/vocab.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/data/vocab.txt -------------------------------------------------------------------------------- /6.svm/ex6.SVM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/6.svm/ex6.SVM.ipynb -------------------------------------------------------------------------------- /7.kmeans_and_PCA/data/bird_small.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/7.kmeans_and_PCA/data/bird_small.mat -------------------------------------------------------------------------------- /7.kmeans_and_PCA/data/bird_small.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/7.kmeans_and_PCA/data/bird_small.png -------------------------------------------------------------------------------- /7.kmeans_and_PCA/data/ex7data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/7.kmeans_and_PCA/data/ex7data1.mat -------------------------------------------------------------------------------- /7.kmeans_and_PCA/data/ex7data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/7.kmeans_and_PCA/data/ex7data2.mat -------------------------------------------------------------------------------- /7.kmeans_and_PCA/data/ex7faces.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/7.kmeans_and_PCA/data/ex7faces.mat -------------------------------------------------------------------------------- /7.kmeans_and_PCA/ex7.K-means_and_PCA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/7.kmeans_and_PCA/ex7.K-means_and_PCA.ipynb -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/data/ex8_movieParams.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/data/ex8_movieParams.mat -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/data/ex8_movies.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/data/ex8_movies.mat -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/data/ex8data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/data/ex8data1.mat -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/data/ex8data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/data/ex8data2.mat -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/data/movie_ids.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/data/movie_ids.txt -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/ex8.Anomaly_Detection_and_Recommendation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/ex8.Anomaly_Detection_and_Recommendation.ipynb -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/img/rcmd_cost.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/img/rcmd_cost.png -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/img/rcmd_gradient.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/img/rcmd_gradient.png -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/img/rcmd_reg_grad.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/img/rcmd_reg_grad.png -------------------------------------------------------------------------------- /8.anomaly_detection_and_recommendation/img/rcmd_vectorized_grad.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/8.anomaly_detection_and_recommendation/img/rcmd_vectorized_grad.png -------------------------------------------------------------------------------- /Machine_Learning_Assignment(ex1-ex8).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/Machine_Learning_Assignment(ex1-ex8).pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/README.md -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/computeCost.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/computeCost.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/computeCostMulti.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/computeCostMulti.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/ex1.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/ex1.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/ex1_multi.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/ex1_multi.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/ex1data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/ex1data1.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/ex1data2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/ex1data2.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/featureNormalize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/featureNormalize.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/gradientDescent.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/gradientDescent.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/gradientDescentMulti.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/gradientDescentMulti.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/normalEqn.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/normalEqn.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/plotData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/plotData.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex1/warmUpExercise.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex1/warmUpExercise.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/costFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/costFunction.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/costFunctionReg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/costFunctionReg.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/ex2.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/ex2.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/ex2_reg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/ex2_reg.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/ex2data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/ex2data1.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/ex2data2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/ex2data2.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/mapFeature.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/mapFeature.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/plotData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/plotData.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/plotDecisionBoundary.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/plotDecisionBoundary.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/predict.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex2/sigmoid.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex2/sigmoid.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/displayData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/displayData.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/ex3.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/ex3.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/ex3_nn.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/ex3_nn.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/ex3data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/ex3data1.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/ex3weights.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/ex3weights.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/fmincg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/fmincg.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/lrCostFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/lrCostFunction.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/oneVsAll.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/oneVsAll.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/predict.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/predictOneVsAll.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/predictOneVsAll.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex3/sigmoid.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex3/sigmoid.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/0.png -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/1.png -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/3.png -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/4.png -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/7.png -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/8.png -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/checkNNGradients.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/checkNNGradients.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/computeNumericalGradient.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/computeNumericalGradient.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/debugInitializeWeights.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/debugInitializeWeights.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/displayData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/displayData.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/ex4.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/ex4.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/ex4data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/ex4data1.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/ex4weights.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/ex4weights.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/fmincg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/fmincg.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/nnCostFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/nnCostFunction.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/predict.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/randInitializeWeights.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/randInitializeWeights.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/sigmoid.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/sigmoid.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex4/sigmoidGradient.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex4/sigmoidGradient.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/ex5.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/ex5.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/ex5data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/ex5data1.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/featureNormalize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/featureNormalize.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/fmincg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/fmincg.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/learningCurve.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/learningCurve.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/linearRegCostFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/linearRegCostFunction.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/plotFit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/plotFit.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/polyFeatures.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/polyFeatures.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/trainLinearReg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/trainLinearReg.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex5/validationCurve.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex5/validationCurve.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/dataset3Params.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/dataset3Params.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/emailFeatures.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/emailFeatures.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/emailSample1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/emailSample1.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/emailSample2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/emailSample2.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/ex6.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/ex6.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/ex6_spam.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/ex6_spam.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/ex6data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/ex6data1.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/ex6data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/ex6data2.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/ex6data3.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/ex6data3.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/gaussianKernel.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/gaussianKernel.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/getVocabList.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/getVocabList.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/linearKernel.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/linearKernel.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/plotData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/plotData.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/porterStemmer.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/porterStemmer.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/processEmail.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/processEmail.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/readFile.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/readFile.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/spamSample1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/spamSample1.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/spamSample2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/spamSample2.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/spamTest.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/spamTest.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/spamTrain.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/spamTrain.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/svmPredict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/svmPredict.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/svmTrain.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/svmTrain.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/visualizeBoundary.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/visualizeBoundary.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/visualizeBoundaryLinear.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/visualizeBoundaryLinear.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex6/vocab.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex6/vocab.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/bird_small.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/bird_small.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/bird_small.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/bird_small.png -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/computeCentroids.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/computeCentroids.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/displayData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/displayData.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/drawLine.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/drawLine.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/ex7.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/ex7.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/ex7_pca.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/ex7_pca.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/ex7data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/ex7data1.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/ex7data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/ex7data2.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/ex7faces.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/ex7faces.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/featureNormalize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/featureNormalize.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/findClosestCentroids.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/findClosestCentroids.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/kMeansInitCentroids.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/kMeansInitCentroids.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/pca.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/pca.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/plotDataPoints.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/plotDataPoints.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/plotProgresskMeans.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/plotProgresskMeans.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/projectData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/projectData.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/recoverData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/recoverData.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex7/runkMeans.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex7/runkMeans.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/checkCostFunction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/checkCostFunction.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/cofiCostFunc.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/cofiCostFunc.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/computeNumericalGradient.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/computeNumericalGradient.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/estimateGaussian.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/estimateGaussian.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/ex8.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/ex8.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/ex8_cofi.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/ex8_cofi.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/ex8_movieParams.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/ex8_movieParams.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/ex8_movies.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/ex8_movies.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/ex8data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/ex8data1.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/ex8data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/ex8data2.mat -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/fmincg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/fmincg.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/loadMovieList.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/loadMovieList.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/movie_ids.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/movie_ids.txt -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/multivariateGaussian.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/multivariateGaussian.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/normalizeRatings.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/normalizeRatings.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/selectThreshold.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/selectThreshold.m -------------------------------------------------------------------------------- /original-machine-learning-MATLAB/ex8/visualizeFit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/littleserendipity/ml-ipynb/HEAD/original-machine-learning-MATLAB/ex8/visualizeFit.m --------------------------------------------------------------------------------