openclimatefix / openclimatefix/pvnet
Try transformers in PVNet
Open
Nobody has claimed this yet.
ocf-internal
- Dominant language
- Python
- Stars
- 60
- Forks
- 50
- Avg merge
- 1d 21h
- Merged PRs (30d)
- 2
Description
Add transofrmers into PVnet. This could be done by trying it out instead of the CNN layers
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 PVnet’s existing CNN layers and the surrounding model entry points; the issue does not name specific files or tests. Define how a transformer-based alternative should be tried and evaluated, with completion demonstrated by a documented comparison against the current CNN approach.
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