Vanderbilt Data Science Institute
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Repositories
- ds-skills-inventory Public
Data scientist skills inventory for the AI-agent era — 9-axis taxonomy, 0-4 rung ladders, and an interactive radar explorer.
- ds-collaboration-frameworks Public template
Template repository for 2026 MSDS DS Collaboration Frameworks Bootcamp Session
- ai-summer-2026 Public
Summary repository for AI Summer 2026. Introduction to generative AI, with practical applications for inferencing and training May 5-30, 2026
- grade-match Public
FERPA-compliant grader assignment system using automated stable matching algorithms for Vanderbilt CS department
- agentic-architectures-langgraph Public
Agentic Architectures with LangGraph Lecture for DS 5730: Context-Augmented Generative AI Applications 4/1/2026
- ai-first-template Public template
An example/template repo for an AI-First project. Expects coding is to be done with Claude Code
- study-eval Public
Domain-agnostic framework for AI-powered evaluation of research papers against structured factor glossaries. Originally built for neuroscience predictive coding (TcGLO), generalizes to any field.
- knowledge-spaces Public
AI-powered Knowledge Space Theory for adaptive education. 10 Claude Code skills implementing the full KST pipeline — from course materials to knowledge graphs, adaptive assessment, personalized materials, and JIT instruction planning.
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