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pystan

Here are 12 public repositories matching this topic...

orbit

uber / orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Updated May 22, 2026
Python

IBM / yaps

A surface language for programming Stan models using python syntax

python stan stan-model pystan stan-programs pycmdstan cmdstan

Updated Jan 11, 2019
Python

abhiagwl / vistan

A simple library to run variational inference on Stan models.

automatic-differentiation inference autograd stan variational-inference normalizing-flows pystan variational-bayes posterior realnvp inference-algorithms stan-models iw-sampling rank-gaussian

Updated Apr 11, 2023
Python

4ment / phylostan

Phylogenetic inference using Stan

phylogenetics stan bayes variational-inference hmc pystan

Updated Mar 6, 2025
Python

anaistack / ai-teacher-test

Source code and data for the EDM 2022 paper

natural-language-processing chatbots bayesian-inference stan natural-language-generation conversational-agents evaluation-method educational-data-mining pystan pairwise-comparisons mathematics-education bradley-terry stan-language comparative-judgement gpt-3 language-education educational-nlp student-teacher-dialogue educational-dialogue

Updated May 16, 2022
Python

phineas-pta / Bayesian-Methods-for-Hackers-using-PyStan

"Probabilistic Programming & Bayesian Methods for Hackers" book ported to Stan (python)

stan mcmc bayesian-data-analysis bayesian-statistics pystan cmdstan cmdstanpy

Updated May 1, 2025
Python

morphoorg / morpho

A python interface with Stan/PyStan Markov Chain Monte Carlo package

python markov-chain stan pystan

Updated Jul 16, 2026
Python

narrowlyapplicable / stanRepEx

Replica Exchange Monte Carlo using PyStan2

python stan mcmc markov-chain-monte-carlo pystan parallel-tempering replica-exchange

Updated Jul 28, 2020
Python

karthik-d / bayesian-inference-ml-with-PyStan

Probabilistic modeling through Bayesian inference using PyStan with demonstrative case study experiments from Christopher Bishop's Model-based Machine Learning.

sampling stan probabilistic-models pystan sampling-methods model-based loopy-belief-propagation ancestral-inference model-based-machine-learning probabilistic-machine-learning message-passing-algorithm ancestral-sampling

Updated Mar 24, 2025
Python

akeyhero / dp-corona-stan

Repository for https://qiita.com/akeyhero/items/894dd3b5c206325191ce [Japanese]

python numpy stan pystan coronavirus covid-19

Updated Mar 22, 2020
Python

igomez10 / mexicoProphet

python data-science prophet fbprophet pystan

Updated Apr 1, 2017
Python

bacross / pystan_vs_pymc3

A comparison of basic models written in pystan vs pymc3

pymc3 mcmc-sampler pystan

Updated Sep 3, 2018
Python

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