feature-engine/feature_engine Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-04-01.
feature-engine/feature_engine has a Nerq Trust Score of 71 (B). Feature engineering and selection open-source Python library compatible with sklearn.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | PromptX | 90 | A | 3.6k | Higher trust (90 vs 71); More stars |
| 2 | elevenlabs/ui | 87 | A | 2.0k | Higher trust (87 vs 71) |
| 3 | qax-os/excelize | 86 | A | 20.3k | Higher trust (86 vs 71); Much larger community |
| 4 | microsoft/CyberBattleSim | 85 | A | 1.8k | Higher trust (85 vs 71) |
| 5 | warengonzaga/tinyclaw | 84 | A | 71 | Higher trust (84 vs 71) |
| 6 | awesome-openclaw-usecases | 82 | A | 1.8k | Higher trust (82 vs 71) |
| 7 | doramirdor/NadirClaw | 81 | A | 146 | Higher trust (81 vs 71) |
| 8 | awesome-ai-apps | 81 | A | 719 | Higher trust (81 vs 71) |
| 9 | VincentKaufmann/noapi-google-search-mcp | 81 | A | 59 | Higher trust (81 vs 71) |
| 10 | Kocoro-lab/Shannon | 80 | A | 1.0k | Higher trust (80 vs 71) |
| 11 | beads_viewer | 80 | A | 1.2k | Higher trust (80 vs 71) |
| 12 | openlit/openlit | 80 | B | 2.3k | Higher trust (80 vs 71); More stars |
| 13 | risingwavelabs/risingwave | 80 | B | 8.8k | Higher trust (80 vs 71); Much larger community |
| 14 | szczyglis-dev/py-gpt | 80 | B | 1.6k | Higher trust (80 vs 71) |
| 15 | obsidian-skills | 79 | B | 9.5k | Higher trust (79 vs 71); Much larger community |
Compare
- feature-engine/feature_engine vs PromptX
- feature-engine/feature_engine vs elevenlabs/ui
- feature-engine/feature_engine vs qax-os/excelize
- feature-engine/feature_engine vs microsoft/CyberBattleSim
- feature-engine/feature_engine vs warengonzaga/tinyclaw
FAQ
What are the best alternatives to feature-engine/feature_engine?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from feature-engine/feature_engine?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank feature-engine/feature_engine alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.