A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
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Updated
May 6, 2024 - Python
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
A surface language for programming Stan models using python syntax
Phylogenetic inference using Stan
A simple library to run variational inference on Stan models.
Source code and data for the EDM 2022 paper
A python interface with Stan/PyStan Markov Chain Monte Carlo package
Replica Exchange Monte Carlo using PyStan2
"Probabilistic Programming & Bayesian Methods for Hackers" book ported to Stan (python)
Probabilistic modeling using PyStan with demonstrative case study experiments from Christopher Bishop's Model-based Machine Learning.
Repository for https://qiita.com/akeyhero/items/894dd3b5c206325191ce [Japanese]
A comparison of basic models written in pystan vs pymc3
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