stan 开源项目推荐（545 个）

stan-dev /stan

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.

uber /orbit

一个用于Bayesian预测的Python包，具有面向对象的设计和概率模型。

paul-buerkner /brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

stan-dev /rstan

RStan, the R interface to Stan

avehtari /BDA_py_demos

Bayesian Data Analysis demos for Python

stan-dev /pystan2

PyStan, the Python interface to Stan

stan-dev /math

Stan 数学库是一个 C++ 模板库，用于通过正向、反向和混合模式自动微分任意顺序。 它包含一系列内置的概率建模、线性代数和方程求解等函数。

mjskay /tidybayes

Bayesian analysis + tidy data + geoms (R package)

avehtari /BDA_R_demos

Bayesian Data Analysis demos for R

stan-dev /bayesplot

bayesplot R package for plotting Bayesian models

perlatex /R_for_Data_Science

Materials for teaching R and Stan

sibylhe /mmm_stan

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

stan-dev /rstanarm

rstanarm R package for Bayesian applied regression modeling

storopoli /Bayesian-Statistics

Bayesian statistics graduate course

stan-dev /stancon_talks

Materials from Stan conferences

StanJulia /Stan.jl

Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

MatsuuraKentaro /RStanBook

『StanとRでベイズ統計モデリング』のサポートページです.

stan-dev /shinystan

shinystan R package and ShinyStan GUI

m-clark /Miscellaneous-R-Code

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

nicholasjclark /mvgam

{mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for multivariate modeling and forecasting