academic-plotting
Generate publication-quality plots for ML papers from experiment CSV/JSON logs, including ablations, confidence intervals, and camera-ready styling.
Datos de origen
- Repositorio
- Rycen7822/skill-retrieval-mcp
- Última actividad en el origen
- 10 de mayo de 2026 a las 17:34
- Idioma detectado de SKILL.md
- inglés
- Estrellas
- 2
- Forks
- 0
Opciones de instalación
De forma predeterminada está seleccionado el prompt que primero revisa el origen. Puedes cambiar a un comando directo o descargar una copia local.
Revisa los archivos de origen
Lee SKILL.md y los archivos complementarios que muestra SkillsMP antes de decidir si quieres instalarlo.
Mostrando SKILL.md
SKILL.md
Instrucciones de origen · Vista previa de solo lectura- name
- academic-plotting
- description
- Generate publication-quality plots for ML papers from experiment CSV/JSON logs, including ablations, confidence intervals, and camera-ready styling.
- tags
- ["plotting","matplotlib","figures","ablation","ml","paper"]
# Academic Plotting
## When to Use
Use when the user needs polished research figures, ablation plots, learning curves, confidence intervals, or camera-ready chart styling from local experiment data.
## Do Not Use When
Do not use for taxonomy CSV consolidation, document OCR conversion, or text humanization.
## Required Inputs
Data files, metric names, grouping variables, target venue style, figure size, and output path.
## Workflow
1. Load experiment logs and validate metric columns.
2. Aggregate means, standard deviations, and confidence intervals.
3. Render publication-quality plots with labels and legends.
4. Save figure files and reproducible plotting scripts.
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