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multi-variate-time-series

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client_side_ml

ML pipeline for classifying Tidal Disruption Events from LSST astronomical time series — including multi-output Gaussian process resampling of time series, using feature extractors like MiniRocket and light_curve, and binary classifiers like LightGBM and logistic regression.

  • Updated Jun 9, 2026
  • Jupyter Notebook

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