Add example model: Facebook's Prophet forecast model (Stan version available)
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Description
Prophet: forecasting at scale
- https://peerj.com/preprints/3190/ | https://peerj.com/preprints/3190.pdf
- https://facebook.github.io/prophet/
Link to the Stan code
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Read the Prophet paper and documentation at the linked PeerJ and Facebook Prophet URLs, then inspect the Turing docs for the existing example-model structure. Use the linked Stan implementation as the reference and consider the work done when a Prophet forecasting example is added to the documentation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- documentation, machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100