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Variational Inference of Bayesian Linear Dynamical Systems. EM algorithm to infer and learn the dynamics of time-series data.

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Variational Inference of Bayesian Linear Dynamical Systems

Variational inference and learning of a Bayesian linear dynamical system for data sequences. Runs a variational Bayesian EM algorithm. The expectation (E) step is completed by the fully Bayesian Kalman filter and smoother from

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Variational Inference of Bayesian Linear Dynamical Systems. EM algorithm to infer and learn the dynamics of time-series data.

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