autogluon / autogluon/autogluon-cloud
Support input and output transformation in current inference serving script
Open
- Dominant language
- Python
- Stars
- 42
- Forks
- 17
- PR merge metrics
- No merged PRs in 30d
Description
Users sometimes need to change the "tabular_serve.py" to filter the data and also return the output in a particular format. The same logic should be allowed for all modality using customizable input and output transformer
Contributor guide
Research direction
Start by reading tabular_serve.py and tracing how inference inputs and outputs are currently handled. Determine how customizable transformers could filter inputs and format outputs consistently across all modalities; done means the serving script supports both transformations for each modality.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100