bayesian-data-analysis

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stan-dev /stan

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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.

bayesian-methods bayesian bayesian-inference stan bayesian-data-analysis bayesian-statistics

UpdatedJul 10, 2025
C++

avehtari /BDA_course_Aalto

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Bayesian Data Analysis course at Aalto

bayesian-methods bayesian bayesian-inference bayes bayesian-data-analysis bayesian-workflow

UpdatedJul 16, 2025
TeX

stan-dev /rstan

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RStan, the R interface to Stan

r bayesian-inference stan r-package mcmc bayesian-data-analysis bayesian-statistics

UpdatedJul 10, 2025
R

avehtari /BDA_py_demos

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Bayesian Data Analysis demos for Python

python bayesian bayesian-inference stan mcmc bayesian-data-analysis

UpdatedSep 11, 2023
Jupyter Notebook

aloctavodia /Statistical-Rethinking-with-Python-and-PyMC3

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Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

python data-science statistics pymc bayesian-data-analysis

UpdatedJun 15, 2020
Jupyter Notebook

mjskay /tidybayes

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Bayesian analysis + tidy data + geoms (R package)

visualization ggplot2 r tidy-data stan brms r-package bayesian-data-analysis jags

UpdatedSep 17, 2024
R

JWarmenhoven /DBDA-python

Star683

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

probabilistic-programming bayesian-inference mcmc pymc3 bayesian-data-analysis hierarchical-models kruschke

UpdatedAug 13, 2021
Jupyter Notebook

ericmjl /bayesian-stats-modelling-tutorial

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Star666

How to do Bayesian statistical modelling using numpy and PyMC3

pymc bayesian bayesian-inference bayesian-data-analysis bayesian-statistics bayesian-data-science

UpdatedJul 11, 2022
Jupyter Notebook

avehtari /BDA_R_demos

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Bayesian Data Analysis demos for R

r monte-carlo bayesian bayesian-inference stan mcmc bayesian-data-analysis

UpdatedOct 11, 2024
HTML

ericmjl /bayesian-analysis-recipes

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Star562

A collection of Bayesian data analysis recipes using PyMC3

notebook bayesian-methods neural-networks bayesian bayesian-inference bayesian-data-analysis bayesian-statistics bayesian-analysis treatment-groups

UpdatedOct 9, 2023
Jupyter Notebook

stan-dev /rstanarm

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Star396

rstanarm R package for Bayesian applied regression modeling

r bayesian-methods rstan bayesian multilevel-models bayesian-inference stan r-package rstanarm bayesian-data-analysis bayesian-statistics statistical-modeling

UpdatedMay 27, 2025
R

uncomplicate /bayadera

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High-performance Bayesian Data Analysis on the GPU in Clojure

machine-learning clojure statistics gpu opencl cuda clojure-library high-performance-computing gpu-acceleration bayesian gpu-computing bayesian-inference mcmc bayesian-data-analysis markov-chain-monte-carlo

UpdatedSep 10, 2020
Clojure

stan-dev /shinystan

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shinystan R package and ShinyStan GUI

r bayesian-methods bayesian bayesian-inference stan r-package shiny-apps statistical-graphics mcmc bayesian-data-analysis bayesian-statistics

UpdatedJan 15, 2025
R

fehiepsi /rethinking-pyro

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Star164

Statistical Rethinking with PyTorch and Pyro

bayesian-methods bayesian-inference bayesian-data-analysis bayesian-statistics

UpdatedMay 4, 2025
Jupyter Notebook

stan-dev /loo

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Star154

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

cross-validation bayesian-methods bayesian bayesian-inference stan bayes r-package bayesian-data-analysis bayesian-statistics model-comparison information-criterion

UpdatedJun 30, 2025
R

arviz-devs /preliz

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Exploring and eliciting probability distributions

statistics probability-distribution bayesian-data-analysis bayesian-statistics prior-distribution prior-elicitation

UpdatedJul 18, 2025
Python

xfim /ggmcmc

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Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

ggplot2 r graphical stan mcmc bayesian-data-analysis jags

UpdatedMay 12, 2023
R

AlexIoannides /pymc-example-project

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Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

python data-science machine-learning numpy scikit-learn pandas probabilistic-programming bayesian-inference pymc3 bayesian-data-analysis

UpdatedFeb 21, 2019
Jupyter Notebook

vasishth /bayescogsci

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Introduction to Bayesian Data Analysis for Cognitive Science by Nicenboim, Schad, Vasishth

linguistics psychology stan brms bayesian-data-analysis

UpdatedFeb 13, 2025
HTML

m-clark /bayesian-basics

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🚫 ↩️ A document that introduces Bayesian data analysis.

r bayesian-methods rstan bayesian bayesian-inference stan brms rstanarm mcmc regression-models likelihood bayesian-data-analysis hamiltonian-monte-carlo bayesian-statistics bayesian-analysis posterior-probability metropolis-hastings gibbs prior posterior-predictive

UpdatedFeb 21, 2022
Stan

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bayesian-data-analysis

Here are 161 public repositories matching this topic...

stan-dev /stan

avehtari /BDA_course_Aalto

stan-dev /rstan

avehtari /BDA_py_demos

aloctavodia /Statistical-Rethinking-with-Python-and-PyMC3

mjskay /tidybayes

JWarmenhoven /DBDA-python

ericmjl /bayesian-stats-modelling-tutorial

avehtari /BDA_R_demos

ericmjl /bayesian-analysis-recipes

stan-dev /rstanarm

uncomplicate /bayadera

stan-dev /shinystan

fehiepsi /rethinking-pyro

stan-dev /loo

arviz-devs /preliz

xfim /ggmcmc

AlexIoannides /pymc-example-project

vasishth /bayescogsci

m-clark /bayesian-basics

Improve this page

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