Simple probabilistic programming language
Project description
simpple: Simple Probablistic Programming Language (PPL)
simpple is a framework to easily build models that can be used with common Python samplers (emcee, pymultinest, ultranest, etc.).
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.
Take a look at the documentaion for more information:
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