623 Open source projects that are alternatives of or similar to cmdstanr

shinystan R package and ShinyStan GUI

bayesplot R package for plotting Bayesian models

The posterior R package

rstanarm R package for Bayesian applied regression modeling

Bayesian Data Analysis demos for Python

Bayesian Generalized Linear Models with Time-Varying Coefficients

Bayesian nowcasting with adjustment for delayed and incomplete reporting to estimate COVID-19 infections in the United States

Bayesian Data Analysis demos for R

Collection of probabilistic models and inference algorithms

RStan, the R interface to Stan

Multi-core BUGS for fast Bayesian inference of large hierarchical models

GPstuff - Gaussian process models for Bayesian analysis

Bayesian spatial analysis

Projection predictive variable selection

BAS R package https://merliseclyde.github.io/BAS/

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Gaussian processes in TensorFlow

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

Bayesian SEIR model to estimate the effects of social-distancing on COVID-19

Boltzmann Machines in TensorFlow with examples

library of C++ functions that support applications of Stan in Pharmacometrics

Bayesian analysis + tidy data + geoms (R package)

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

Full Bayesian Inference for Hidden Markov Models

Implementing MCMC sampling from scratch in R for various Bayesian models

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

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

Deep universal probabilistic programming with Python and PyTorch

Seminars DeepBayes Summer School 2018

Regression with Summary Statistics.

Automatic Reparameterisation of Probabilistic Programs

DGMs for NLP. A roadmap.

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

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 Now almost entirely superseded by the models-by-example repo.

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.

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

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

CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable.

High-performance Bayesian Data Analysis on the GPU in Clojure

The sample question for Interview a job in Binary options

Bayesian Deep Learning with Stochastic Gradient MCMC Methods

Blang's software development kit

Bindings for Bayesian TidyModels

Tutorial on model assessment, model selection and inference after model selection

A common framework for implementing and using log densities for inference.

CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations

Reproducible Bayesian data analysis pipelines with targets and cmdstanr

Using neural network to build expressive hierarchical distribution; A variational method to accurately estimate posterior uncertainty; A fast and general method for Bayesian inference. (ICML 2018)

Matlab interface to Stan, a package for Bayesian inference

Latent Dirichlet Allocation

Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree (BART) components.

A C++ library of Markov Chain Monte Carlo (MCMC) methods

{rtweet} helpers for automating large or time-consuming downloads

ParamHelpers Next Generation

Natural Gradient, Variational Inference

NATS 2.x Client Library

PyTorch Implementations of Dropout Variants

A Vim plugin for the Stan probabilistic programming language.

Log R Events and R Usage to Google Analytics

🌶️ Create lightweight schema.org descriptions of your datasets