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1. AaltoML/BayesNewton AaltoML/BayesNewton Public

   Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

   Python 215 27

2. AaltoML/kalman-jax AaltoML/kalman-jax Public

   Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

   Jupyter Notebook 94 13

3. gp-time-freq gp-time-freq Public

   Gaussian process time-frequency analysis toy examples

   MATLAB 16 1

4. py_bank py_bank Public

   An audio filter bank implementation in Python, contains ERB and linear filter banks

   Python 52 13

5. unifying-prob-time-freq unifying-prob-time-freq Public

   Unifying probabilistic models for time-frequency analysis. Spectral Mixture Gaussian processes in state space form.

   MATLAB 18 1

6. texture_stats texture_stats Public

   Calculates and compares perceptual sound texture statistics

   Python 15 6