Filename
Size
Date
README.md
 215 
 2018-03-29
ex1-linear regression
 0 
 2018-03-26
ex1-linear regression\1.linear_regreesion_v1.ipynb
 267369 
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ex1-linear regression\ML-Exercise1.ipynb
 141940 
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ex1-linear regression\ex1.pdf
 489928 
 2018-03-26
ex1-linear regression\ex1data1.txt
 1456 
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ex1-linear regression\ex1data2.txt
 704 
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ex2-logistic regression
 0 
 2018-03-26
ex2-logistic regression\1. logistic_regression_v1.ipynb
 303021 
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ex2-logistic regression\ML-Exercise2.ipynb
 103449 
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ex2-logistic regression\ex2.pdf
 233661 
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ex2-logistic regression\ex2data1.txt
 3875 
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ex2-logistic regression\ex2data2.txt
 2351 
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ex3-neural network
 0 
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ex3-neural network\1- neural network.ipynb
 92908 
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ex3-neural network\ML-Exercise3.ipynb
 16641 
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ex3-neural network\ex3.pdf
 293703 
 2018-03-26
ex3-neural network\ex3data1.mat
 7511764 
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ex3-neural network\ex3weights.mat
 79592 
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ex4-NN back propagation
 0 
 2018-03-27
ex4-NN back propagation\1- NN back propagation.ipynb
 199607 
 2018-03-27
ex4-NN back propagation\ML-Exercise4.ipynb
 23783 
 2018-03-27
ex4-NN back propagation\ex4.pdf
 356692 
 2018-03-26
ex4-NN back propagation\ex4data1.mat
 7511764 
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ex4-NN back propagation\ex4weights.mat
 79592 
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ex5-bias vs variance
 0 
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ex5-bias vs variance\ML-Exercise5.ipynb
 160315 
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ex5-bias vs variance\ex5.pdf
 187357 
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ex5-bias vs variance\ex5data1.mat
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ex6-SVM
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ex6-SVM\1- linear SVM.ipynb
 79294 
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ex6-SVM\2- Gaussian kernels.ipynb
 144083 
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ex6-SVM\3- search for the best parameters.ipynb
 13535 
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ex6-SVM\4- spam filter.ipynb
 6052 
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ex6-SVM\ML-Exercise6.ipynb
 183913 
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ex6-SVM\data
 0 
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ex6-SVM\data\emailSample1.txt
 403 
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ex6-SVM\data\emailSample2.txt
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ex6-SVM\data\ex6data1.mat
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ex6-SVM\data\ex6data2.mat
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ex6-SVM\data\ex6data3.mat
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ex6-SVM\data\spamSample1.txt
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ex6-SVM\data\spamSample2.txt
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ex6-SVM\data\spamTest.mat
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ex6-SVM\data\spamTrain.mat
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ex6-SVM\data\vocab.txt
 22139 
 2018-03-26
ex6-SVM\ex6.pdf
 335649 
 2018-03-26
ex7-kmeans and PCA
 0 
 2018-03-27
ex7-kmeans and PCA\1- visualize data.ipynb
 47054 
 2018-03-26
ex7-kmeans and PCA\2- 2D kmeans.ipynb
 164013 
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ex7-kmeans and PCA\3- kmeans for image compression.ipynb
 308046 
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ex7-kmeans and PCA\4- 2D PCA.ipynb
 68633 
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ex7-kmeans and PCA\5- PCA on face data.ipynb
 695801 
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ex7-kmeans and PCA\ML-Exercise7.ipynb
 397107 
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ex7-kmeans and PCA\data
 0 
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ex7-kmeans and PCA\data\bird_small.mat
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ex7-kmeans and PCA\data\bird_small.png
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ex7-kmeans and PCA\data\ex7data1.mat
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ex7-kmeans and PCA\data\ex7data2.mat
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ex7-kmeans and PCA\data\ex7faces.mat
 11027767 
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ex7-kmeans and PCA\ex7.pdf
 715940 
 2018-03-26
ex8-anomaly detection and recommendation
 0 
 2018-04-02
ex8-anomaly detection and recommendation\1- Anomaly detection.ipynb
 71980 
 2018-04-02
ex8-anomaly detection and recommendation\2- Recommender system.ipynb
 16985 
 2018-04-02
ex8-anomaly detection and recommendation\ML-Exercise8.ipynb
 157807 
 2018-04-02
ex8-anomaly detection and recommendation\data
 0 
 2018-03-26
ex8-anomaly detection and recommendation\data\ex8_movieParams.mat
 201196 
 2018-03-26
ex8-anomaly detection and recommendation\data\ex8_movies.mat
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 2018-03-26
ex8-anomaly detection and recommendation\data\ex8data1.mat
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ex8-anomaly detection and recommendation\data\ex8data2.mat
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ex8-anomaly detection and recommendation\data\movie_ids.txt
 50123 
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ex8-anomaly detection and recommendation\ex8.pdf
 248181 
 2018-03-26
img
 0 
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img\cov_mat.png
 2415 
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img\f1_score.png
 50462 
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img\gradient_checking.png
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img\linear_cost.png
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img\linear_gradient.png
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img\linear_reg_cost.png
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img\linear_reg_gradient.png
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img\logistic_cost.png
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img\logistic_gradient.png
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img\mapped_feature.png
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img\nn_cost.png
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img\nn_model.png
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img\nn_reg_grad.png
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img\nn_regcost.png
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img\pca_projection.png
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img\rcmd_cost.png
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img\rcmd_gradient.png
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img\rcmd_reg_grad.png
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img\rcmd_vectorized_grad.png
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img\reg_cost.png
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img\reg_gradient.png
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