#NEWLINE# def olympic_200m_men( data_set = 'rogers_girolami_data' ) : #NEWLINE# #INDENT# download_rogers_girolami_data ( ) #NEWLINE# olympic_data = scipy . io . loadmat ( os . path . join ( data_path , data_set , 'data' , 'olympics.mat' ) ) [ 'male200' ] #NEWLINE# X = olympic_data [ : , 0 ] [ : , None ] #NEWLINE# Y = olympic_data [ : , 1 ] [ : , None ] #NEWLINE# return data_details_return ( { #NEWLINE# #INDENT# 'X' : X , #NEWLINE# 'Y' : Y , #NEWLINE# 'info' : "Male 200 m winning times for women from 1896 until 2008. Data is from Rogers and Girolami's First Course in Machine Learning." , #NEWLINE# #UNINDENT# } , data_set )