MachineLearning-master.zip （93个子文件） 
MachineLearning-master Exercise6 
utils.py 23KB Figures 
email.png 88KB svm_dataset3_best.png 39KB vocab.png 25KB svm_predictors.png 18KB dataset2.png 79KB svm_dataset2.png 113KB svm_c100.png 12KB email_cleaned.png 54KB word_indices.png 72KB svm_c1.png 13KB dataset3.png 20KB dataset1.png 8KB exercise6.ipynb 401KB Data ex6data2.mat 7KB spamTrain.mat 419KB spamTest.mat 110KB
spamSample1.txt 655B emailSample1.txt 393B vocab.txt 20KB ex6data3.mat 6KB emailSample2.txt 1KB spamSample2.txt 245B ex6data1.mat 981B Exercise5 utils.py 5KB exercise5.ipynb 160KB Figures learning_curve.png 20KB polynomial_learning_curve_reg_1.png 19KB polynomial_regression.png 23KB polynomial_regression_reg_100.png 21KB polynomial_regression_reg_1.png 21KB linear_fit.png 15KB learning_curve_random.png 19KB cross_validation.png 14KB polynomial_learning_curve.png 21KB Data ex4data1.mat 7.16MB ex4weights.mat 78KB ex5data1.mat 1KB Exercise2 utils.py 5KB Figures decision_boundary3.png 23KB decision_boundary4.png 21KB decision_boundary2.png 21KB decision_boundary1.png 20KB Data ex2data1.txt 4KB ex2data2.txt 2KB exercise2.ipynb 115KB Exercise8 exercise8.ipynb 222KB utils.py 9KB Figures gaussian_fit.png 45KB Data ex8_movies.mat 218KB ex8data2.mat 91KB ex8_movieParams.mat 196KB movie_ids.txt 47KB ex8data1.mat 9KB submission.py 4KB Exercise1 utils.py 2KB exercise1.ipynb 262KB Figures learning_rate.png 9KB cost_function.png 120KB regression_result.png 17KB dataset1.png 12KB Data ex1data2.txt 657B ex1data1.txt 1KB requirements.txt 1KB Exercise3 utils.py 3KB Figures neuralnetwork.png 54KB Data ex3data1.mat 7.16MB ex3weights.mat 78KB exercise3.ipynb 192KB README.md 7KB
machinelearning.jpg 66KB Exercise7 None0000000.png 0B utils.py 8KB Figures faces_original.png 154KB bird_compression.png 70KB faces.png 174KB pca_components.png 7KB pca_reconstruction.png 17KB kmeans_result.png 28KB faces_reconstructed.png 125KB Data bird_small.png 32KB ex7faces.mat 10.52MB ex7data1.mat 995B ex7data2.mat 5KB bird_small.mat 45KB exercise7.ipynb 1.48MB .gitignore 1KB Exercise4 utils.py 8KB exercise4.ipynb 172KB Figures ex4-backpropagation.png 42KB neural_network.png 54KB Data ex4data1.mat 7.16MB ex4weights.mat 78KB资源评论
