automl / automl/HyperSHAP

Add support for hyperopt

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#27 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
21
Forks
5
PR merge metrics
No merged PRs in 30d

Description

Add an interface to integrate HyperSHAP directly with hyperopt.

Contributor guide

Open the contributing guide

Research direction

Start by reviewing HyperSHAP's existing interfaces and how hyperparameter optimization is represented, then compare them with hyperopt's integration points. Define the required boundary between the two projects and verify that HyperSHAP can be used directly with hyperopt; the issue is done when that interface is implemented and exercised by an integration check.

Written by the indexing model from the issue text.

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

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