Feature Generation DateTime

Base Datetime Feature Generation

_BaseDatetimeFeature

Base datetime transformer class.

Ordinal Datetime Features

OrdinalMinuteOfHour

Create new columns based on the minute of the hour.

OrdinalHourOfDay

Create new columns based on the hour of the day.

OrdinalDayOfWeek

Create new columns based on the day of the week.

OrdinalDayOfMonth

Create new columns based on the day of the month.

OrdinalMonthOfYear

Create new columns based on the month of the year.

Cyclic Datetime Features

CyclicMinuteOfHour

Create new columns based on the cyclic mapping of the minute of the hour.

CyclicHourOfDay

Create new columns based on the cyclic mapping of the hour of the day.

CyclicDayOfWeek

Create new columns based on the cyclic mapping of the day of the week.

CyclicDayOfMonth

Create new columns based on the cyclic mapping of the day of the month.

CyclicMonthOfYear

Create new columns based on the cyclic mapping of the month of the year.

Delta Time Features

DeltaTime

Create new columns based on the time difference in sec.