patrick-kidger / patrick-kidger/diffrax
Alternate backpropagation
Open
Nobody has claimed this yet.
feature
- Dominant language
- Python
- Stars
- 2.1k
- Forks
- 189
- Avg merge
- 3d 18h
- Merged PRs (30d)
- 1
Description
- Optimise-then-discretise
- Reversible solvers
- Interpolating adjoints
- Checkpointing?
- Quadrature?
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
The issue only lists possible alternate backpropagation approaches, with no files, tests, or entry points named. Start by clarifying which approach is intended and locating the relevant differential-equation solver and autodiff components. Done would require an agreed design and a complete implementation with tests.
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
- 20/100