吴恩达机器学习作业.zip （90个子文件） 
吴恩达机器学习作业 ex3-neural network 
ex3data1.mat 7.16MB 1- neural network.ipynb 91KB
ex3.pdf 287KB ex3weights.mat 78KB ML-Exercise3.ipynb 16KB ex6-SVM ex6.pdf 328KB ML-Exercise6.ipynb 180KB 1- linear SVM.ipynb 77KB 3- search for the best parameters.ipynb 13KB 2- Gaussian kernels.ipynb 141KB 4- spam filter.ipynb 6KB data ex6data2.mat 7KB spamTrain.mat 419KB spamTest.mat 110KB
spamSample1.txt 697B emailSample1.txt 403B vocab.txt 22KB ex6data3.mat 6KB emailSample2.txt 1KB spamSample2.txt 253B ex6data1.mat 981B ex1-linear regression .ipynb_checkpoints homework1-checkpoint.ipynb 35KB 1.linear_regreesion_v1-checkpoint.ipynb 260KB 1.linear_regreesion_v1.ipynb 260KB ex1data2.txt 704B ex1data1.txt 1KB ex1.pdf 478KB ML-Exercise1.ipynb 137KB homework1.ipynb 35KB ex2-logistic regression ex2.pdf 228KB ex2data1.txt 4KB ML-Exercise2.ipynb 101KB 1. logistic_regression_v1.ipynb 296KB ex2data2.txt 2KB img 
pca_projection.png 23KB nn_cost.png 20KB rcmd_gradient.png 13KB reg_gradient.png 8KB rcmd_vectorized_grad.png 5KB linear_cost.png 5KB linear_reg_gradient.png 19KB reg_cost.png 7KB logistic_gradient.png 15KB linear_reg_cost.png 9KB gradient_checking.png 8KB rcmd_cost.png 18KB logistic_cost.png 20KB cov_mat.png 2KB nn_regcost.png 35KB linear_gradient.png 4KB f1_score.png 49KB nn_reg_grad.png 27KB mapped_feature.png 7KB nn_model.png 119KB rcmd_reg_grad.png 15KB ex5-bias vs variance ex5.pdf 183KB ML-Exercise5.ipynb 157KB ex5data1.mat 1KB .idea misc.xml 233B workspace.xml 25KB 机器学习作业.iml 662B inspectionProfiles profiles_settings.xml 228B modules.xml 626B Programming Exercise(代码作业).pdf 2.58MB ex7-kmeans and PCA 3- kmeans for image compression.ipynb 301KB ML-Exercise7.ipynb 388KB ex7.pdf 699KB 2- 2D kmeans.ipynb 160KB data bird_small.png 32KB ex7faces.mat 10.52MB ex7data1.mat 995B ex7data2.mat 5KB bird_small.mat 45KB 5- PCA on face data.ipynb 679KB 4- 2D PCA.ipynb 67KB 1- visualize data.ipynb 46KB ex4-NN back propagation 1- NN back propagation.ipynb 195KB ex4.pdf 348KB ML-Exercise4.ipynb 23KB ex4data1.mat 7.16MB ex4weights.mat 78KB ex8-anomaly detection and recommendation ML-Exercise8.ipynb 154KB 1- Anomaly detection.ipynb 70KB ex8.pdf 242KB data ex8_movies.mat 218KB ex8data2.mat 91KB ex8_movieParams.mat 196KB movie_ids.txt 49KB ex8data1.mat 9KB 2- Recommender system.ipynb 17KB资源评论
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