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symmetry-analysis

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Data‑driven analysis of a large spatio‑temporal vector field dataset using SVD/PCA, Fourier spectral analysis, and symmetry/anisotropy diagnostics. The goal is to extract dominant spatial structures, energy distributions, and spatio‑temporal features directly from the data. (NUS ME5311 Project 1)

  • Updated Mar 6, 2026
  • Jupyter Notebook
Athlete-Injury-Risk-Analyzer

Athlete Injury Risk Analyzer predicts injury risks using symmetry metrics (force, impulse, torque). It classifies athletes into risk categories with machine learning models and offers a user-friendly Streamlit app for data upload and predictions.

  • Updated Sep 9, 2025
  • Jupyter Notebook

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