Ecosyste.ms: Awesome

https://github.com/stan-dev/math

The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.

automatic-differentiation boost cpp eigen math stan stan-math-library sundials

Last synced: 01 Jul 2024

https://github.com/kaybenleroll/stancasestudy_losscurves

This repository holds the code and stan files for the creation of an example Stan case study on modelling loss curves in Insurance.

claims-reserving insurance mcmc stan

Last synced: 22 Jun 2024

https://github.com/Haoen-Cui/baker-bayesian-analysis-in-docker

Baker Project: Dockerfile for Bayesian Analysis

bugs docker jags openbugs pymc pymc3 rstan stan

Last synced: 21 Jun 2024

https://github.com/perlatex/R_for_Data_Science

Materials for teaching R and tidyverse

r stan tidymodels tidyverse

Last synced: 16 Jun 2024

https://github.com/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.

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

Last synced: 12 Jun 2024

https://github.com/paul-buerkner/brms

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

bayesian-inference brms multilevel-models r-package stan statistical-models

Last synced: 11 Jun 2024

https://github.com/stan-dev/shinystan

shinystan R package and ShinyStan GUI

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

Last synced: 10 Jun 2024

https://github.com/fweber144/shinybrms

An R package providing a GUI ('shiny' app) for the R package 'brms'.

bayes bayesian bayesian-data-analysis bayesian-inference bayesian-statistics brms cmdstanr gui mcmc r r-package rstan shiny shiny-app stan statistical-analysis statistical-inference statistical-models statistics

Last synced: 10 Jun 2024

https://github.com/ropensci/stantargets

Reproducible Bayesian data analysis pipelines with targets and cmdstanr

bayesian high-performance-computing make r r-targetopia reproducibility rstats rstats-package stan statistics targets

Last synced: 10 Jun 2024

https://github.com/stan-dev/cmdstanr

CmdStanR: the R interface to CmdStan

bayesian markov-chain-monte-carlo maximum-likelihood mcmc r-package stan variational-inference

Last synced: 04 Jun 2024

https://nivlab.github.io/nivstan/

Recipes for cognitive modeling using Stan [work in progress]

cognitive-models stan

Last synced: 03 Jun 2024

https://github.com/uber/orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

arima bayesian bayesian-methods bayesian-statistics changepoint exponential-smoothing forecast forecasting machine-learning orbit probabilistic probabilistic-programming pyro pystan python pytorch regression regression-models stan time-series

Last synced: 20 May 2024

https://github.com/mrtkp9993/Statistical-Modeling-Examples

Basic statistical modelling examples.

analysis-of-variance anova matplotlib pandas pystan python python3 r-language r-markdown r-programming regression-analysis regression-models seaborn stan statistical-analysis statistical-inference statistical-modeling

Last synced: 20 May 2024

https://github.com/jandraor/readsdr

Translate System Dynamics models (Stella, Vensim) into R

r stan system-dynamics

Last synced: 20 May 2024

https://github.com/MrSaints/zeebe-nats-streaming-exporter

[INACTIVE] An exporter for Zeebe to publish records NATS Streaming Server (STAN).

nats nats-streaming natsio postgresql stan zeebe zeebe-exporter

Last synced: 15 May 2024

https://github.com/sibylhe/mmm_stan

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

bayesian-regression constrained-regression marketing-mix-modeling media-mix-modeling pystan roas stan

Last synced: 13 May 2024

https://github.com/xfim/ggmcmc

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

bayesian-data-analysis ggplot2 graphical jags mcmc r stan

Last synced: 27 Apr 2024

https://github.com/avehtari/BDA_py_demos

Bayesian Data Analysis demos for Python

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

Last synced: 17 Apr 2024

https://github.com/m-clark/visibly

👓 Functions related to R visualizations

adjacent brms coefficients colorgorical complementary gam ggplot2-themes heatmap mermod mgcv mixed-models palettes plotly-theme r r-package random-effects stan tetradic triadic visualization

Last synced: 31 Mar 2024

https://github.com/m-clark/bayesian-basics

:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.

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

Last synced: 31 Mar 2024

https://github.com/stan-dev/loo

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

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

Last synced: 31 Mar 2024

https://github.com/stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

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

Last synced: 31 Mar 2024

https://github.com/RobertMyles/IRT

IRT ideal point models in R using Stan

irt r stan voting-data

Last synced: 31 Mar 2024

https://github.com/integrated-inferences/CausalQueries

Bayesian inference from binary causal models

bayes causal dags mixedmethods stan

Last synced: 31 Mar 2024

https://github.com/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**.

additive-models bayesian em factor-analysis gaussian-processes irt jags julia machine-learning matlab mixed-models mixture-model ordinal-regression pca probit python r stan survival-analysis zip

Last synced: 26 Mar 2024

https://github.com/stan-dev/bayesplot

bayesplot R package for plotting Bayesian models

bayesian ggplot2 mcmc pandoc r-package stan statistical-graphics visualization

Last synced: 26 Mar 2024

https://github.com/mjskay/tidybayes

Bayesian analysis + tidy data + geoms (R package)

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

Last synced: 26 Mar 2024

https://github.com/jrnold/bugs-examples-in-stan

Simon Jackman's "BUGS Examples" translated into Stan

bayesian bayesian-statistics stan

Last synced: 26 Mar 2024

https://github.com/avehtari/BDA_R_demos

Bayesian Data Analysis demos for R

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

Last synced: 26 Mar 2024

https://github.com/stappit/blog

I often post solutions to textbook exercises, including: Bayesian Data Analysis (BDA) by Gelman et al; Causal Inference in Statistics Primer (CISP) by Pearl et al; Purely Functional Data Structures (PFDS) by Okasaki.

bayesian-data-analysis blog data-analysis data-science gelman hakyll haskell pearl purely-functional-data-structures solutions stan static-site statistical-inference statistics