TimeFeatureGenerator
Description
This API performs a preprocessing function that creates time features using the time index values of the data.
A total of 10 time features are generated.
- SecondOfMinute
- MinuteOfHour
- HourOfDay
- DayOfWeek
- WeekdayAndWeekend
- DayOfMonth
- DayOfYear
- MonthOfYear
- WeekOfYear
- SeasonOfYear
Refer to the code file for detailed calculation processes.
API module path
from api.v2.Preprocessing.Make_Time_Feature import TimeFeatureGenerator
Parameters
time_index
- Input the time index part of the time series DataFrame.
- Example
- time_index = df.index
Example Sample Code (Python)
Results
Check the entire module code.
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