microsoft/FLAML

Support `config_constraints ` in AutoML similar to Tune

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#840 opened on Dec 5, 2022

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enhancementhelp wanted

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Description

There is a need to specify constraints on the configurations similar to Tune. Currently, AuotML does not support this.

Contributor guide

Research direction
Examine the FLAML Tune implementation of config constraints and then locate the corresponding AutoML training loop to add similar constraint checking.
Tech stack
python
Domain
machine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonAutoML basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60