matplotlib

Creates and customizes scientific plots with Matplotlib. Used for fine-grained control over plot elements, novel plot types, and scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.

Install

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

Similar tools

• rea-tool-design 456,653 ★
  Audit, investigate, design, or change REA investigation tools, CLI/MCP contracts, provider capabilities, and E
• code-review 323,485 ★
  Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does th
• codebase-design 323,485 ★
  Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interfac
• domain-modeling 323,485 ★
  Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a GLO
• implement 323,485 ★
  Implement a piece of work based on a spec or set of tickets.