GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects → hsbadr → bayesian

hsbadr / bayesian

Licence: Unknown, MIT licenses found Licenses found Unknown LICENSE MIT LICENSE.md
Bindings for Bayesian TidyModels

Programming Languages

r
7636 projects

Labels

bayesianstanbrmstidymodels

Projects that are alternatives of or similar to bayesian

Bayesplot
bayesplot R package for plotting Bayesian models
Stars: ✭ 276 (+736.36%)
Mutual labels:  bayesian, stan
geostan
Bayesian spatial analysis
Stars: ✭ 40 (+21.21%)
Mutual labels:  bayesian, stan
Rstanarm
rstanarm R package for Bayesian applied regression modeling
Stars: ✭ 285 (+763.64%)
Mutual labels:  bayesian, stan
stantargets
Reproducible Bayesian data analysis pipelines with targets and cmdstanr
Stars: ✭ 31 (-6.06%)
Mutual labels:  bayesian, stan
Projpred
Projection predictive variable selection
Stars: ✭ 76 (+130.3%)
Mutual labels:  bayesian, stan
cmdstanr
CmdStanR: the R interface to CmdStan
Stars: ✭ 82 (+148.48%)
Mutual labels:  bayesian, stan
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.
Stars: ✭ 2,177 (+6496.97%)
Mutual labels:  bayesian, stan
stan4bart
Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree (BART) components.
Stars: ✭ 13 (-60.61%)
Mutual labels:  bayesian, stan
Matlabstan
Matlab interface to Stan, a package for Bayesian inference
Stars: ✭ 59 (+78.79%)
Mutual labels:  bayesian, stan
Bda py demos
Bayesian Data Analysis demos for Python
Stars: ✭ 781 (+2266.67%)
Mutual labels:  bayesian, stan
walker
Bayesian Generalized Linear Models with Time-Varying Coefficients
Stars: ✭ 38 (+15.15%)
Mutual labels:  bayesian, stan
Miscellaneous R Code
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 Now almost entirely superseded by the models-by-example repo.
Stars: ✭ 146 (+342.42%)
Mutual labels:  bayesian, stan
Orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Stars: ✭ 346 (+948.48%)
Mutual labels:  bayesian, stan
Bda r demos
Bayesian Data Analysis demos for R
Stars: ✭ 409 (+1139.39%)
Mutual labels:  bayesian, stan
Modelselection
Tutorial on model assessment, model selection and inference after model selection
Stars: ✭ 139 (+321.21%)
Mutual labels:  bayesian, stan
Shinystan
shinystan R package and ShinyStan GUI
Stars: ✭ 172 (+421.21%)
Mutual labels:  bayesian, stan
Elfi
ELFI - Engine for Likelihood-Free Inference
Stars: ✭ 208 (+530.3%)
Mutual labels:  bayesian
stan-distributions
A web app to visualize distributions in Stan. Uses Stan Math C++ compiled to Webassembly to evaluate the functions using actual Stan implementations. Uses d3.js for visualizations.
Stars: ✭ 30 (-9.09%)
Mutual labels:  stan
Cornell Moe
A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
Stars: ✭ 198 (+500%)
Mutual labels:  bayesian
Pygpgo
Bayesian optimization for Python
Stars: ✭ 196 (+493.94%)
Mutual labels:  bayesian
View All Similar Projects ➔

Bindings for Bayesian TidyModels bayesian logo

Lifecycle: Stable Codecov Test Coverage Last commit Commits since release R

CRAN Status CRAN Downloads License: MIT DOI

bayesian supports Bayesian modeling using brms/Stan with parsnip/tidymodels.

Installation

The stable version of bayesian can be installed from CRAN using:

install.packages("bayesian")

The development version of bayesian can be installed from GitHub using:

install.packages("pak")
pak::pkg_install("hsbadr/bayesian")

Example

library(bayesian)

bayesian_mod <-
  bayesian() |>
  set_engine("brms") |>
  fit(
    rating ~ treat + period + carry + (1 | subject),
    data = inhaler
  )

summary(bayesian_mod$fit)

For more details, get started with bayesian.

Citation

To cite bayesian in publications, please use:

citation("bayesian")

Hamada S. Badr and Paul C. Bürkner (2021): bayesian: Bindings for Bayesian TidyModels, Comprehensive R Archive Network (CRAN). URL: https://hsbadr.github.io/bayesian/.

Contributing

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].