PyData Berlin 2025: Introduction to Stochastic Variational Inference with NumPyro

In this notebook we provide a brief introduction to Stochastic Variational Inference (SVI) with NumPyro . We provide the key mathematical concepts, but we focus on the code implementation. This introductory notebook is meant for practitioners. We do this by working through two examples: a very simple parameter recovery model and a Bayesian Neural Network. &#xA; This work was presented at PyData…