scientific-schematics

Name: scientific-schematics
Author: jimmc414

"Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). Specialized in neural network architectures, system diagrams, and flowcharts. Generates SVG/EPS in figures/ folder with automated quality verification."

TL;DR

Create publication-quality scientific diagrams in Python using vector formats (SVG/EPS) with automated quality checks.

What Is It

Generate diagrams like neural networks, flowcharts, and system schematics
Use Python libraries: graphviz, matplotlib, schemdraw, networkx
Produce standalone vector graphics for publication
Store diagrams in figures/ folder with automated quality verification

Key Features

All diagrams saved as SVG/EPS in figures/ folder
Never embedded directly in LaTeX; referenced via \includegraphics
Automated quality checks for overlaps, contrast, resolution
Zero-shot generation with standard workflow
Best-in-class libraries per diagram type
Supports neural networks, flowcharts, circuits, pathways, system diagrams

How to Use

1.Analyze diagram requirements and type
2.Choose optimal library (e.g., graphviz for flowcharts, schemdraw for circuits)
3.Generate vector graphic (SVG/EPS) with proper layout
4.Store in figures/ with descriptive name
5.Run quality checks (overlap, contrast, resolution)
6.Reference in LaTeX using \includegraphics