sadjad6/feature_importance
src/skills/data_science/feature_importance/SKILL.md
Rank features by predictive importance
tools
Updated Apr 13, 2026
$ install --global
skillsauthnpx skillsauth add sadjad6/open-autonomous-research-lab feature_importanceInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
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Last scanned: Apr 13, 2026, 2:47 AM58.4s2 files scanned
SKILL.md
- name:
- feature_importance
- description:
- Rank features by predictive importance
Feature Importance
Description
Rank features by predictive importance
When to Use
When selecting features for modeling
Workflow
- Train model\n2. Extract importances\n3. Rank and filter
Tools Used
sklearn
Examples
from src.skills.data_science.feature_importance import Skill
skill = Skill()
result = await skill.run(SkillInput(data={"key": "value"}))
Best Practices
Use permutation importance for unbiased results
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