Popular GitHub Repositories for Numpyro

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Fully and Partially Bayesian Neural Nets

Bayesian Learning and Neural Networks (jupyter book sources)

A multiverse of Prophet models for timeseries

JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro

Probabilistic deep learning using JAX

Tutorials for the 2022 IAIFI Summer School, covering (deep) probabilistic programming with Jax and NumPyro.

Very easy Bayesian regression.

Mixture regression models for NumPyro.

Oxford MSc thesis. PriorVAE with graph convolutional networks for learning locally-aware spatial prior distributions

Statistical Inference with JAX.

The missing layers package for Bayesian inference

Build, fit, and sample from cognitive models with JAX + NumPyro.

Bayesian Analysis in Python (2nd ed.) with Numpyro