文件名称:Machine Learning Mastery with Python
介绍说明－－下载内容来自于网络，使用问题请自行百度
各种机器学习算法的Python优雅实现，尤其是深度学习部分，应用到了TensorFlow(Python elegant implementation of various machine learning algorithms)
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下载文件列表
| 文件名 | 大小 | 更新时间 |
|---|---|---|
| Machine Learning Mastery with Python\Code\.DS_Store | 10244 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\.idea\01_Analyze_Data.iml | 398 | 2018-01-01 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\.idea\misc.xml | 258 | 2018-01-01 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\.idea\modules.xml | 282 | 2018-01-01 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\.idea\workspace.xml | 30488 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_loading\iris.data.csv | 4551 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_loading\load_builtin_data.py | 835 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_loading\load_csv.py | 283 | 2018-01-01 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_loading\load_csv_np.py | 176 | 2018-01-01 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_loading\load_csv_np_url.py | 275 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_loading\load_csv_pandas.py | 227 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_loading\load_csv_pandas_url.py | 302 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_loading\pima-indians-diabetes.data.csv | 23279 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\class_distribution.py | 336 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\data_types.py | 316 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\describe.py | 396 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\dimensions.py | 315 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\head.py | 305 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\info.py | 294 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\pearson_correlation.py | 420 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\skew.py | 308 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_summary\spearman_correlation.py | 350 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_visualization_pandas\boxplot.py | 397 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_visualization_pandas\correlation_matrix.py | 618 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_visualization_pandas\correlation_matrix_genetic.py | 506 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_visualization_pandas\density_plots.py | 390 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_visualization_pandas\histograms.py | 330 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_visualization_pandas\scatterplot_matrix.py | 385 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_visualization_seaborn\correlation_matrix.py | 442 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\01_Analyze_Data\data_visualization_seaborn\scatterplot_matrix.py | 403 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\.idea\02_Prepare_Data.iml | 398 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\.idea\misc.xml | 258 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\.idea\modules.xml | 282 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\.idea\workspace.xml | 19455 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_cleaning\convert_types.py | 351 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_cleaning\delete_column.py | 458 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_cleaning\delete_nan.py | 541 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_cleaning\mark_nan.py | 531 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_feature_selection\feature_importance.py | 533 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_feature_selection\low_variance.py | 595 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_feature_selection\pca.py | 587 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_feature_selection\recursive_feature_elimination.py | 680 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_feature_selection\univariate_selection.py | 758 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_preparation\binarization.py | 599 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_preparation\boxcox.py | 412 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_preparation\encode_label.py | 424 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_preparation\impute_missing.py | 634 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_preparation\normalize_data.py | 606 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_preparation\rescale_data.py | 689 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\02_Prepare_Data\data_preparation\standardize_data.py | 758 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\03_Algorithms\.DS_Store | 6148 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\.idea\03_Algorithms.iml | 398 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\03_Algorithms\.idea\misc.xml | 258 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\03_Algorithms\.idea\modules.xml | 278 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\03_Algorithms\.idea\workspace.xml | 18143 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\03_Algorithms\classification\classification_and_regression_trees_classification.py | 674 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\classification\gaussian_naive_bayes.py | 673 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\classification\k_nearest_neighbors_classification.py | 690 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\classification\linear_discriminant_analysis.py | 698 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\classification\logistic_regression.py | 689 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\classification\perceptron.py | 664 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\classification\quadratic_discriminant_analysis.py | 704 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\classification\support_vector_machines_classification.py | 634 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\classification_and_regression_trees_regression.py | 755 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\elastic_net.py | 738 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\k_nearest_neighbors_regression.py | 746 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\lasso_lars.py | 735 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\lasso_regression.py | 723 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\least_angle_regression.py | 720 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\linear_regression.py | 746 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\ridge_regression.py | 723 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\03_Algorithms\regression\support_vector_machines_regression.py | 708 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\.DS_Store | 6148 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\.idea\04_Evaluate_Algorithms.iml | 398 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\.idea\misc.xml | 258 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\.idea\modules.xml | 296 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\.idea\workspace.xml | 32785 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_comparison\race_algorithms.py | 1677 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\classification_accuracy.py | 864 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\classification_auc.py | 749 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\classification_confusion_matrix.py | 787 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\classification_f1.py | 738 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\classification_logloss.py | 754 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\classification_report.py | 787 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\regression_mae.py | 779 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\regression_mse.py | 794 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_metrics\regression_rsquared.py | 761 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_pipeline\feature_union_model_pipeline.py | 1257 | 2018-01-02 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_pipeline\standardize_model_pipeline.py | 1032 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_resampling\cross_validation.py | 745 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_resampling\loocv.py | 717 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_resampling\shuffle_split.py | 806 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\04_Evaluate_Algorithms\algorithm_resampling\train_test.py | 719 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\05_Improve_Results\.DS_Store | 6148 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\05_Improve_Results\algorithm_tuning\grid_search.py | 713 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\05_Improve_Results\algorithm_tuning\random_search.py | 756 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\05_Improve_Results\ensembles\adaboost_classification.py | 729 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\05_Improve_Results\ensembles\adaboost_regression.py | 746 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\05_Improve_Results\ensembles\bagged_cart_classification.py | 847 | 2016-06-06 |
| Machine Learning Mastery with Python\Code\05_Improve_Results\ensembles\extra_trees_classification.py | 763 | 2016-06-06 |
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