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Github Deep Learn

A local-first research repo explorer that maps code structure, equations, and study sessions.

Purpose

Github Deep Learn helps study unfamiliar research codebases without executing untrusted code by default.

Current shape

  • Static analysis for Python repositories.
  • Architecture-level and detailed graph views.
  • Paper text and equation extraction.
  • Saved local study sessions.

Next notes

This is a good candidate for a public case study because it combines research workflow, code analysis, and local-first product design.