Pangolin API docs

Pangolin’s goal is to be the world’s friendliest probabilistic programming language.

Quickstart:

• Use pangolin.interface to define probabilistic models in a cheerful interface.

• Use pangolin.jax_backend to compile probabilistic models into plain JAX functions (to be used independently of the rest of Pangolin).

• Use pangolin.torch_backend to compile probabilistic models into plain pytorch functions (to be used independently of the rest of Pangolin).

• Use pangolin.blackjax to easily call Blackjax to do inference on probabilistic models.

In addition, there are three “private” submodules that end-users would not typically interact with:

• pangolin.util - Various internal utility functions.

• pangolin.dag - Utilities for interacting with directed acyclic graphs (DAGs).

• pangolin.ir - The internal representation (IR) for probabilistic models in Pangolin.

Subpackages

• dag Module
• util Module
• ir Module
• interface Module
• jax_backend Module
• torch_backend Module
• blackjax Module