autogluon / autogluon/autogluon-cloud

Support input and output transformation in current inference serving script

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#114 0 comments 0 reactions 0 assignees View on GitHub
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

Open the contributing 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.

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
Mostly clear
Newbie friendliness
25/100

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