microsoft / microsoft/Graphormer
[Feature Request] Pre-trained Graphormer v2.0 model for OGBG-MolPCBA
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enhancement
- Dominant language
- Python
- Stars
- 2.5k
- Forks
- 374
- PR merge metrics
- No merged PRs in 30d
Description
Summary
The architecture design has minor changes between Graphormer v1.0 and v2.0, leading to the requirement of new hyper-parameter configurations of pre-trained model for ogbg-molpcba.
Contributor guide
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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 comparing the Graphormer v1.0 and v2.0 architecture requirements for the OGBG-MolPCBA pre-trained model. Identify the hyper-parameter configurations that changed and verify the updated configuration supports the requested model; the payload does not name specific files or tests.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100