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The Top 23 Bayesian Stan Open Source Projects

Open source projects categorized as Bayesian Stan
Categories > Machine Learning > Bayesian
Categories > Mathematics > Stan
Stan ⭐ 2,484
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
most 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 21most recent commit 3 months agopypi orbit-ml} Downloads
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 2 years ago
Example Models ⭐ 745
Example models for Stan
most recent commit 5 months ago
Tidybayes ⭐ 689
Bayesian analysis + tidy data + geoms (R package)
dependent packages 11total releases 14most recent commit 8 months 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
Bda_r_demos ⭐ 538
Bayesian Data Analysis demos for R
most recent commit 5 months ago
Rainier ⭐ 418
Bayesian inference in Scala.
dependent packages 5total releases 8most recent commit 3 years ago
Bayesplot ⭐ 402
bayesplot R package for plotting Bayesian models
most recent commit 3 months ago
Rstanarm ⭐ 371
rstanarm R package for Bayesian applied regression modeling
most recent commit 4 months ago
Bayesian Statistics ⭐ 310
This repository holds slides and code for a full Bayesian statistics graduate course.
most recent commit 3 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9most recent commit 2 years ago
Posteriordb ⭐ 154
Database with posteriors of interest for Bayesian inference
total releases 2most recent commit 6 months ago
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 Now almost entirely superseded by the models-by-example repo.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
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18most recent commit 2 months ago
Cmdstanr ⭐ 126
CmdStanR: the R interface to CmdStan
most recent commit 3 months ago
Diffeqbayes.jl ⭐ 119
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
most recent commit 3 months ago
Ggmcmc ⭐ 106
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
most recent commit a year ago
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22most recent commit 3 months ago
Blavaan ⭐ 77
An R package for Bayesian structural equation modeling
most recent commit 3 months ago
Gsoc17 Hhmm ⭐ 73
Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.
most recent commit 5 years ago
Bayescog_wien ⭐ 70
Teaching materials for BayesCog at Faculty of Psychology, University of Vienna
most recent commit 3 years ago
Dbda2estan ⭐ 63
Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition
most recent commit 6 years ago
The 10 Most Depended On Bayesian Stan Open Source Projects
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18latest release March 31, 2023most recent commit 2 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
Bridgesampling ⭐ 30
R package for bridge sampling
dependent packages 14total releases 10latest release April 16, 2021most recent commit a year ago
Tidybayes ⭐ 689
Bayesian analysis + tidy data + geoms (R package)
dependent packages 11total releases 14latest release March 14, 2023most recent commit 8 months ago
Metabma ⭐ 26
Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis
dependent packages 6total releases 9latest release September 13, 2023most recent commit 7 months ago
Rainier ⭐ 418
Bayesian inference in Scala.
dependent packages 5total releases 8latest release October 18, 2021most recent commit 3 years ago
Tmbstan ⭐ 27
dependent packages 3total releases 8latest release August 26, 2023most recent commit a year ago
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22latest release September 30, 2023most recent commit 3 months ago
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
Baggr ⭐ 43
R package for Bayesian meta-analysis models, using Stan
dependent packages 1total releases 10latest release March 22, 2023most recent commit 4 months ago
The 10 Latest Releases In Bayesian Stan Open Source Projects
Geostan ⭐ 48
Bayesian spatial analysis
total releases 8latest release November 24, 2023most recent commit 5 months ago
Glmmfields ⭐ 44
R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes
total releases 7latest release October 20, 2023most recent commit 6 months ago
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
Bayesdfa ⭐ 25
Bayesian DFA with Stan
total releases 11latest release October 11, 2023most recent commit 3 months ago
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22latest release September 30, 2023most recent commit 3 months ago
Bayes4psy ⭐ 14
A library intended to simplify use of Bayesian statistics in psychology.
total releases 11latest release September 29, 2023most recent commit 7 months ago
Metabma ⭐ 26
Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis
dependent packages 6total releases 9latest release September 13, 2023most recent commit 7 months ago
Tmbstan ⭐ 27
dependent packages 3total releases 8latest release August 26, 2023most recent commit a year ago
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18latest release March 31, 2023most recent commit 2 months ago
Baggr ⭐ 43
R package for Bayesian meta-analysis models, using Stan
dependent packages 1total releases 10latest release March 22, 2023most recent commit 4 months ago
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