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learning-trajectories

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This repository hosts the source code for a research-based project focusing on the utilization of AST and the Zhang-Shasha tree edit distance algorithm to enhance the precision of code similarity assessments in educational contexts. The project aims to diagnose, categorize, and provide nuanced feedback on students' coding trajectories.

  • Updated Aug 31, 2023
  • Jupyter Notebook

An interactive 3D "Glass Box" sandbox built with pure NumPy and WebGL to visualize neural network math, loss trajectories, and decision boundaries in real-time.

  • Updated May 30, 2026
  • Python

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