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gibbs Public
Gibbs samplers for inferring latent variables and learning the parameters of Bayesian hierarchical models.
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VAE-BSS Public
Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.
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lssf Public
Laplace state space filter with exact inference and moment matching, for outlier robust filtering that is as fast as the Kalman filter.
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vblds Public
Variational Inference of Bayesian Linear Dynamical Systems. EM algorithm to infer and learn the dynamics of time-series data.
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Fast-Partial-Tracking Public
Fast partial tracking of audio with real-time capability through linear programming. Hungarian algorithm provides optimal spectral peak-to-peak matching in polynomial time.
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