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The Top 23 Python Stan Open Source Projects

Open source projects categorized as Python Stan
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21most recent commit 3 months agopypi orbit-ml} Downloads
Pystan2 ⭐ 911
PyStan, the Python interface to Stan
most recent commit 3 years ago
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 2 years ago
Statistical Rethinking With Python And Pymc3 ⭐ 674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
most recent commit 6 years ago
Cmdstanpy ⭐ 142
CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan program and fit the model to data using CmdStan.
dependent packages 30total releases 39most recent commit 3 months agopypi cmdstanpy} Downloads
Miscellaneous R Code ⭐ 140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
most recent commit 3 years ago
Bridgestan ⭐ 77
BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.
dependent packages 1total releases 9most recent commit 3 months agopypi bridgestan} Downloads
Httpstan ⭐ 35
HTTP interface to Stan, a package for Bayesian inference.
dependent packages 2total releases 59most recent commit 7 months agopypi httpstan} Downloads
Yaps ⭐ 35
A surface language for programming Stan models using python syntax
total releases 5most recent commit 5 years ago
Til ⭐ 33
Today I Learned
most recent commit 2 years ago
Breve ⭐ 33
Breve Template Engine for Python
most recent commit 10 years ago
Pyfeaturetrack ⭐ 28
Feature point tracking in Python 2 or 3, using the KLT method.
most recent commit 6 years ago
Statistical Modeling Examples ⭐ 28
Basic statistical modelling examples.
most recent commit 3 years ago
Wavtobeep ⭐ 27
Converts a wav file to a secuence of *beep* PC-speaker calls
most recent commit 2 years ago
Ep Stan ⭐ 26
most recent commit 4 years ago
Scikit Stan ⭐ 24
A sklearn style interface to Stan regression models
total releases 2most recent commit 3 months ago
Soccerstan ⭐ 24
Reproduction of football models in Stan
most recent commit 3 years ago
Stark ⭐ 24
Experimenting with Stan on Spark for distributed MCMC
most recent commit 7 years ago
Scikit Stan ⭐ 24
A high-level Bayesian analysis API written in Python
most recent commit 2 years ago
Phylostan ⭐ 21
Phylogenetic inference using Stan
total releases 7most recent commit 6 months ago
Birdman ⭐ 21
Bayesian Inferential Regression for Differential Microbiome Analysis
most recent commit 4 months ago
Pyro Models ⭐ 18
Repository of models in Pyro
most recent commit 4 years ago
Bibat ⭐ 16
A batteries-included template for Bayesian data analysis projects
total releases 22most recent commit 3 months ago
The 5 Most Depended On Python Stan Open Source Projects
Httpstan ⭐ 35
HTTP interface to Stan, a package for Bayesian inference.
dependent packages 2total releases 59latest release October 18, 2023most recent commit 7 months agopypi httpstan} Downloads
Bridgestan ⭐ 77
BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.
dependent packages 1total releases 9latest release October 30, 2023most recent commit 3 months agopypi bridgestan} Downloads
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21latest release January 29, 2023most recent commit 3 months agopypi orbit-ml} Downloads
Popsynth ⭐ 13
A generic flux/parameter population synthesis code
dependent packages 1total releases 27latest release June 13, 2022most recent commit 2 years agopypi popsynth} Downloads
The 10 Latest Releases In Python Stan Open Source Projects
Bridgestan ⭐ 77
BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.
dependent packages 1total releases 9latest release October 30, 2023most recent commit 3 months agopypi bridgestan} Downloads
Httpstan ⭐ 35
HTTP interface to Stan, a package for Bayesian inference.
dependent packages 2total releases 59latest release October 18, 2023most recent commit 7 months agopypi httpstan} Downloads
Bibat ⭐ 16
A batteries-included template for Bayesian data analysis projects
total releases 22latest release August 01, 2023most recent commit 3 months ago
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21latest release January 29, 2023most recent commit 3 months agopypi orbit-ml} Downloads
Scikit Stan ⭐ 24
A sklearn style interface to Stan regression models
total releases 2latest release August 05, 2022most recent commit 3 months ago
Popsynth ⭐ 13
A generic flux/parameter population synthesis code
dependent packages 1total releases 27latest release June 13, 2022most recent commit 2 years agopypi popsynth} Downloads
Phylostan ⭐ 21
Phylogenetic inference using Stan
total releases 7latest release May 26, 2022most recent commit 6 months ago
Vistan ⭐ 12
A simple library to run variational inference on Stan models.
total releases 14latest release December 14, 2020most recent commit a year ago
Bpl ⭐ 11
Bayesian models of football leagues
total releases 5latest release October 01, 2020most recent commit 3 years ago
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