automl / automl/HyperSHAP

Ignore Constants in ConfigSpace

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Dominant language
Python
Stars
21
Forks
5
PR merge metrics
No merged PRs in 30d

Description

Constants in a ConfigSpace should be ignored for the explanation task as constants remain constant throughout the explanation games.

Contributor guide

Open the contributing guide

Research direction

Start by locating the explanation task's handling of ConfigSpace and how constant hyperparameters enter the explanation games. Use the existing explanation tests, if present, to verify that constants are excluded while varying hyperparameters remain included.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
42/100

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