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CaptainAshis/dt_feature81.py

Last active September 27, 2018 08:48
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dt_feature81 ros fastai
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dt_feature81.py
# Step 12
joined = pd.read_feather(f'{PATH_WRITE}joined')
joined_test = pd.read_feather(f'{PATH_WRITE}joined_test')
joined.head().T.head(40)
# Defining the categorical and continious variables
cat_vars = ['Store', 'DayOfWeek', 'Year', 'Month', 'Day', 'StateHoliday', 'CompetitionMonthsOpen',
'Promo2Weeks', 'StoreType', 'Assortment', 'PromoInterval', 'CompetitionOpenSinceYear', 'Promo2SinceYear',
'State', 'Week', 'Events', 'Promo_fw', 'Promo_bw', 'StateHoliday_fw', 'StateHoliday_bw',
'SchoolHoliday_fw', 'SchoolHoliday_bw']
contin_vars = ['CompetitionDistance', 'Max_TemperatureC', 'Mean_TemperatureC', 'Min_TemperatureC',
'Max_Humidity', 'Mean_Humidity', 'Min_Humidity', 'Max_Wind_SpeedKm_h',
'Mean_Wind_SpeedKm_h', 'CloudCover', 'trend', 'trend_DE',
'AfterStateHoliday', 'BeforeStateHoliday', 'Promo', 'SchoolHoliday']
n = len(joined); n
# 844338
# 844338 number of rows present .
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