patrick-kidger / patrick-kidger/diffrax
Hypersolvers
Open
Nobody has claimed this yet.
feature
- Dominant language
- Python
- Stars
- 2.1k
- Forks
- 189
- Avg merge
- 3d 18h
- Merged PRs (30d)
- 1
Description
Hypersolvers are learnt solvers, as per https://arxiv.org/abs/2007.09601.
See also their implementation in https://github.com/DiffEqML/torchdyn
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 reading the linked hypersolver paper and the torchdyn implementation referenced in the issue. No Diffrax files or tests are named, so first identify the relevant solver entry points and existing tests; done means hypersolvers are integrated into Diffrax with appropriate coverage.
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