pymc-devs / pymc-devs/pytensor-ml
Implement ASGD optimizer
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 9
- Forks
- 7
- Avg merge
- 6h 55m
- Merged PRs (30d)
- 40
Description
Averaged SGD, see torch.optim.ASGD.
Contributor guide
No contributing guide indexed for this repository
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 with the linked torch.optim.ASGD documentation to understand the expected Averaged SGD behavior and interface. Then locate the optimizer entry points in pytensor-ml and compare the project’s existing optimizer implementations; done means ASGD is implemented with behavior matching the referenced PyTorch optimizer.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 38/100