Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

All models follow a Scikit-learn interface and thus seamlessly plug in to the PyData ecosystem. For more information about the type of models included in this package ...