Add interactions to weekly/daily periods for hourly univariate time series data
- Dominant language
- Python
- Stars
- 20.4k
- Forks
- 4.6k
- Avg merge
- 19h 52m
- Merged PRs (30d)
- 1
Description
I have hourly data univariate time series that exhibits interactions within daily and weekly periodicities (periods=24 and 168, respectively) I am trying to add seasonal interactions for these 168 regressors (ie Monday/8am, Monday/9am, Tuesday/9am,etc) but am unclear how to do so unless I add them manually under additional regressors. Is this interaction possible with prophet?
Contributor guide
Research direction
The issue names no files, tests, or entry points. Start by locating Prophet's seasonalities and additional-regressor documentation and implementation, then determine whether interactions between the 24-hour and 168-hour periods are supported. Done means a documented supported approach or a confirmed limitation with a clearly scoped implementation path.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100