JuliaDiff / JuliaDiff/AbstractDifferentiation.jl
Planned backends to implement
Open
Nobody has claimed this yet.
feature
help wanted
- Dominant language
- Julia
- Stars
- 138
- Forks
- 18
- PR merge metrics
- No merged PRs in 30d
Description
We should add backends for the following AD/FD packages:
- ForwardDiff
- ReverseDiff
- FiniteDifferences
- all ChainRules-supporting ADs (see #11, #39)
- FiniteDiff
- Tracker
- Enzyme (#84)
- Batched Zygote (https://github.com/JuliaDiff/AbstractDifferentiation.jl/issues/40#issuecomment-1029987127)
- SparseDiffTools
- Symbolics
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 by reviewing the unchecked backend entries in this issue, along with linked issues #11, #39, and #84 and the Batched Zygote comment. Confirm which backend is still in scope and how completion should be recorded; done means the agreed backend entry or entries are implemented and the checklist can be updated.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- tooling
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100