simpple documentation

simpple is a simple probabilistic programming language. It provides common distributions, a Model class and utility functions to easily build and re-use models. The goal of simpple is to bring some of the features from probabilistic programming languages such as PyMC and Numpyro for models that were not implemented with a tensor library such as PyTensor or JAX.

Table of contents

• Installation
• Tutorials
  • Getting started
  • Fitting a Line to Data
  • Writing Model Classes
  • Fixed Parameters in simpple Models
  • Writing Models to and from YAML Files
• API Documentation
  • Distributions
  • Model
  • Load
  • Utils