academic-plotting
Category: visualization-and-presentation · License: MIT · Version: 1.0.0
Tags: Academic Writing, Visualization, Matplotlib, Seaborn, Plotting, Figures, Diagrams, NeurIPS, ICML, ICLR, LaTeX
When to use it
Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architecture diagrams via Gemini. Given experiment results or data, auto-selects chart type and generates data-driven figures via matplotlib/seaborn. Use when creating any figure for a conference paper.Example requests
Ask your agent in plain language, for example:- “I need a figure for the overview section of my paper. Here’s the method text: ‘Our framework has a Retriever that fetches documents, a Reranker that scores them, and a Generator that writes the answer. If the Generator’s confidence is low, it sends a query back to the Retriever.’ Can you make the diagram?”
- “Plot results.csv (columns: step, method, val_loss, with 3 seeds each) as training curves for our ICML submission. ‘ours’ should stand out, and I need it to fit in a single column. Also the fonts look wrong when I include the PDF in LaTeX.”
- “Here are my numbers: GPT-4 gets 86.4 on MMLU and 67.0 on HumanEval, our model gets 88.1 and 71.2, Llama-3 gets 79.3 and 62.1. What’s the best way to show this in the paper, and can you draw it?”
Install
/plugin marketplace add KalarisLabs/research-agent-skills and install the whole visualization-and-presentation category with /plugin install visualization-and-presentation@research-agent-skills.
Related
latex-postersml-paper-writingscientific-schematicsscientific-visualizationinfographicsmarkdown-mermaid-writing