microsoft/FLAML

Implement functions for the conversion of different search spaces in tune and automl

Open

#1,094 opened on Jun 27, 2023

View on GitHub
 (0 comments) (0 reactions) (0 assignees)Jupyter Notebook (560 forks)github user discovery
enhancementhelp wanted

Repository metrics

Stars
 (4,364 stars)
PR merge metrics
 (Avg merge 3d 21h) (12 merged PRs in 30d)

Description

The format requirements of search space in tune and automl are different. There is a need for functions that could do the conversion.

Contributor guide

Research direction
Investigate the search space formats used in the 'tune' and 'automl' modules of FLAML, and design conversion functions that map between them.
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.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonMachine Learning
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60