antrophiclove
← Kütüphaneye dön
Kurulum
mkdir -p .claude/commands && curl -sL https://www.antrophiclove.com/api/kaynak/compare/raw -o .claude/commands/compare.md

Hedef dosya: .claude/commands/compare.md

ÖnizlemeHam metin⑂ Kendi sürümünü oluştur

Compare multiple ML experiment runs side-by-side to identify the best configuration.

Steps

  1. Load experiment records from the tracking store.
  2. Select experiments to compare:
  3. Build a comparison table:
  4. Analyze parameter sensitivity:
  5. Generate visualizations:
  6. Identify the winning configuration:
  7. Recommend next experiments to try.

Format

Comparison: <N> experiments
Best Run: <experiment name>
Key Findings:
  - <parameter X> has <impact> on <metric Y>

Rules

  • Only compare experiments with the same dataset version.
  • Use consistent metrics across all compared runs.
  • Statistical significance matters; do not draw conclusions from single runs.