/LDS-EM

Linear dynamic system fit with expectation-maximization algorithm

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LDS-EM

Linear dynamic system fit with expectation-maximization algorithm.

Based on the pykalman implmentation with two major contributions:

  • Generalized EM to train on batches of observations rather than a single sequence.
  • Added a version of LDS model with time-varying transition matirx