Bayesian Additive Regression Trees
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Tutorials/Examples
- Dominant language
- Python
- Stars
- 2.8k
- Forks
- 315
- Avg merge
- 3d 9h
- Merged PRs (30d)
- 27
Description
It would be great to add BART to the list of models available via numpyro: https://github.com/pymc-devs/pymc3/pull/4183
Happy to take a stab at it given some time.
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
Start by reviewing the linked PyMC3 pull request and the existing NumPyro model implementations; the issue does not name a file, test, or entry point. Done means BART is added to the models available through NumPyro, with the relevant behavior validated against the project’s existing conventions.
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
- Mostly clear
- Newbie friendliness
- 25/100