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.
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Dec 11, 2024 - C++
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bayesian-data-analysis
Here are 158 public repositories matching this topic...
Bayesian Data Analysis course at Aalto
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Dec 4, 2024 - TeX
RStan, the R interface to Stan
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Dec 1, 2024 - R
Bayesian Data Analysis demos for Python
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Sep 11, 2023 - Jupyter Notebook
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
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Jun 15, 2020 - Jupyter Notebook
Bayesian analysis + tidy data + geoms (R package)
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Sep 17, 2024 - R
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
probabilistic-programming bayesian-inference mcmc pymc3 bayesian-data-analysis hierarchical-models kruschke
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Aug 13, 2021 - Jupyter Notebook
How to do Bayesian statistical modelling using numpy and PyMC3
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Jul 11, 2022 - Jupyter Notebook
Bayesian Data Analysis demos for R
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Oct 11, 2024 - HTML
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
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Oct 9, 2023 - Jupyter Notebook
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
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Jun 25, 2024 - R
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
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Sep 10, 2020 - Clojure
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
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Aug 4, 2022 - R
Statistical Rethinking with PyTorch and Pyro
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Oct 27, 2019 - Jupyter Notebook
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
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Nov 25, 2024 - R
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
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Feb 21, 2019 - Jupyter Notebook
Exploring and eliciting probability distributions
statistics probability-distribution bayesian-data-analysis bayesian-statistics prior-distribution prior-elicitation
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Dec 10, 2024 - Python
🚫 ↩️ 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
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Feb 21, 2022 - Stan
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
python data-science statistics numpy probability jupyter-notebook pandas scipy bayesian-data-analysis bayesian-statistics
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Dec 26, 2023 - Jupyter Notebook
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