facebook / facebook/prophet

Dynamic seasonality

Open
#391 9 comments 3 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
Stars
20.4k
Forks
4.6k
Avg merge
19h 52m
Merged PRs (30d)
1

Description

First of all I would like to thank the developers for this awesome package. Works great and it is very straightforward to use.

Lately, I have been thinking of a possible enhancement. Prophet seasonalities are fixed since model beta parameter does not depend on time. However, weekly seasonality often evolves when training a model over several years.

¿Would it be possible to have some kind of piecewise linear beta (like we have in trend) in order to accommodate evolving seasonalities?

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.