#?Built-in?datasets

#?Boston?house?prices?dataset?（13x506?reals?regression）
from?sklearn.datasets?import?load_boston
boston?=?load_boston（）
print（boston.data.shape）
print（boston.DESCR）

#?Iris?flower?dataset?（4x150?reals?multi-label?classification）
from?sklearn.datasets?import?load_iris
iris?=?load_iris（）
print（iris.data.shape）
print（iris.DESCR）

#?Diabetes?dataset?（10x442?reals?regression）
from?sklearn.datasets?import?load_diabetes
diabetes?=?load_diabetes（）
print（diabetes.data.shape）

#?Hand-written?digit?dataset?（64x1797?multi-label?classification）
from?sklearn.datasets?import?load_digits
digits?=?load_digits（）
print（digits.data.shape）

#?Linnerud?psychological?and?exercise?dataset?（3x203x20?multivariate?regression）
from?sklearn.datasets?import?load_linnerud
linnerud?=?load_linnerud（）
print（linnerud.data.shape）

?屬性????????????大小?????日期????時間???名稱
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?????目錄???????????0??2017-11-09?10:32??Machine?Learning?Mastery?with?Python\
?????目錄???????????0??2017-11-09?10:31??Machine?Learning?Mastery?with?Python\Code\
?????文件???????10244??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\.DS_Store
?????目錄???????????0??2017-11-09?10:31??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\
?????目錄???????????0??2017-11-09?10:31??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\
?????文件????????4551??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\iris.data.csv
?????文件?????????835??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\load_builtin_data.py
?????文件?????????283??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\load_csv.py
?????文件?????????176??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\load_csv_np.py
?????文件?????????275??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\load_csv_np_url.py
?????文件?????????227??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\load_csv_pandas.py
?????文件?????????302??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\load_csv_pandas_url.py
?????文件???????23279??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_loading\pima-indians-diabetes.data.csv
?????目錄???????????0??2017-11-09?10:31??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\
?????文件?????????336??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\class_distribution.py
?????文件?????????316??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\data_types.py
?????文件?????????396??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\describe.py
?????文件?????????309??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\dimensions.py
?????文件?????????305??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\head.py
?????文件?????????294??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\info.py
?????文件?????????420??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\pearson_correlation.py
?????文件?????????308??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\skew.py
?????文件?????????350??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_summary\spearman_correlation.py
?????目錄???????????0??2017-11-09?10:31??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_visualization_pandas\
?????文件?????????397??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_visualization_pandas\boxplot.py
?????文件?????????618??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_visualization_pandas\correlation_matrix.py
?????文件?????????506??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_visualization_pandas\correlation_matrix_genetic.py
?????文件?????????390??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_visualization_pandas\density_plots.py
?????文件?????????330??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_visualization_pandas\histograms.py
?????文件?????????385??2016-06-06?15:36??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_visualization_pandas\scatterplot_matrix.py
?????目錄???????????0??2017-11-09?10:31??Machine?Learning?Mastery?with?Python\Code\01_Analyze_Data\data_visualization_seaborn\
............此處省略98個文件信息