ML_Python_Assignments-master.zip （92个子文件） 
ML_Python_Assignments-master 
.gitignore 1KB Exercise7 exercise7.ipynb 51KB utils.py 8KB Data bird_small.mat 45KB ex7data1.mat 995B ex7faces.mat 10.52MB
bird_small.png 32KB ex7data2.mat 5KB Figures pca_reconstruction.png 17KB kmeans_result.png 28KB pca_components.png 7KB faces_original.png 154KB bird_compression.png 70KB faces_reconstructed.png 125KB faces.png 174KB Exercise1 exercise1.ipynb 270KB utils.py 2KB Data 
ex1data2.txt 657B ex1data1.txt 1KB Figures learning_rate.png 9KB regression_result.png 17KB dataset1.png 12KB cost_function.png 120KB Exercise5 exercise5.ipynb 42KB utils.py 5KB Data ex4weights.mat 78KB ex5data1.mat 1KB ex4data1.mat 7.16MB Figures learning_curve_random.png 19KB cross_validation.png 14KB polynomial_learning_curve_reg_1.png 19KB polynomial_regression.png 23KB learning_curve.png 20KB polynomial_regression_reg_100.png 21KB polynomial_learning_curve.png 21KB linear_fit.png 15KB polynomial_regression_reg_1.png 21KB
machinelearning.jpg 66KB Exercise4 exercise4.ipynb 46KB utils.py 8KB Data ex4weights.mat 78KB ex4data1.mat 7.16MB Figures neural_network.png 54KB ex4-backpropagation.png 42KB submission.py 4KB README.md 7KB environment.yml 149B Exercise2 exercise2.ipynb 40KB utils.py 5KB Data ex2data1.txt 4KB ex2data2.txt 2KB Figures decision_boundary2.png 21KB decision_boundary4.png 21KB decision_boundary3.png 23KB decision_boundary1.png 20KB Exercise3 utils.py 3KB exercise3.ipynb 43KB Data ex3weights.mat 78KB ex3data1.mat 7.16MB Figures neuralnetwork.png 54KB Exercise6 exercise6.ipynb 46KB utils.py 23KB Data ex6data2.mat 7KB spamSample2.txt 245B emailSample1.txt 393B ex6data3.mat 6KB emailSample2.txt 1KB vocab.txt 20KB spamSample1.txt 655B spamTrain.mat 419KB spamTest.mat 110KB ex6data1.mat 981B Figures dataset3.png 20KB vocab.png 25KB email_cleaned.png 54KB svm_dataset3_best.png 39KB svm_c1.png 13KB word_indices.png 72KB svm_predictors.png 18KB svm_dataset2.png 113KB dataset1.png 8KB dataset2.png 79KB svm_c100.png 12KB email.png 88KB Exercise8 exercise8.ipynb 48KB utils.py 9KB Data ex8data2.mat 91KB ex8data1.mat 9KB movie_ids.txt 47KB ex8_movieParams.mat 196KB ex8_movies.mat 218KB Figures gaussian_fit.png 45KB资源评论
