Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...
Well-documented code with descriptive comments. Complexity annotations and usage examples included. Input validation for robust solutions. Version control history with dated commits for each change.