Machine_Learning_A_to_Z_udemy：我在机器学习中创建的项目
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2021-02-12
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Machine_Learning_A_to_Z_udemy-master.zip （64个子文件） 
Machine_Learning_A_to_Z_udemy-master Part 3 - Classification Decision_Tree_Classification 
Social_Network_Ads.csv 11KB classification_template.py 2KB decision_tree_classification.py 3KB K_Nearest_Neighbors Social_Network_Ads.csv 11KB classification_template.py 2KB knn.py 3KB Naive_Bayes Social_Network_Ads.csv 11KB classification_template.py 2KB naive_bayes.py 3KB Kernel_SVM Social_Network_Ads.csv 11KB classification_template.py 2KB kernel_svm.py 3KB SVM Social_Network_Ads.csv 11KB classification_template.py 2KB svm.py 3KB Random_Forest_Classification Social_Network_Ads.csv 11KB classification_template.py 2KB random_forest_classification.py 3KB Logistic_Regression Social_Network_Ads.csv 11KB logistic_regression.py 3KB Part 1 - Data Preprocessing P14-Data-Preprocessing Data_Preprocessing categorical_data.R 762B data_preprocessing_template.R 446B Data.csv 226B missing-data.py 976B data_preprocessing_template.py 685B missing_data.py 457B missing_data.R 435B categorical_data.py 869B categorical-data.py 2KB Part 2 - Regression Section 4 - Simple Linear Regression P14-Simple-Linear-Regression Section 5 - Multiple Linear Regression P14-Multiple-Linear-Regression Multiple_Linear_Regression multiple_linear_regression.R 838B data_preprocessing_template.R 446B 50_Startups.csv 2KB data_preprocessing_template.py 685B multiple_linear_regression.py 1KB Polynomial_Regression Position_Salaries.csv 246B polynomial_regression-updated.py 2KB polynomial_regression.py 2KB data_preprocessing_template.py 685B Section 7 - Support Vector Regression (SVR) P14-SVR SVR regression_template.R 1KB Position_Salaries.csv 246B svr.R 2KB svr.py 1KB regression_template.py 1KB Section 9 - Random Forest Regression P14-Random-Forest-Regression Random_Forest_Regression regression_template.R 1KB Position_Salaries.csv 246B random_forest_regression.py 1KB random_forest_regression.R 1KB regression_template.py 1KB Section 8 - Decision Tree Regression P14-Decision-Tree-Regression Decision_Tree_Regression regression_template.R 1KB Position_Salaries.csv 246B decision_tree_regression.py 1KB decision_tree_regression.R 1KB regression_template.py 1KB Simple_Linear_Regression Salary_Data.csv 454B simple_linear_regression.py 1KB data_preprocessing_template.R 446B data_preprocessing_template.py 685B simple_linear_regression.R 1KB Part 4 - Clustering K_Means data_preprocessing_template.py 685B Mall_Customers.csv 4KB kmeans.py 2KB Hierarchical_Clustering data_preprocessing_template.py 685B Mall_Customers.csv 4KB hc.py 2KB资源评论
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