Awesome Open Source
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The Top 31 Stan Open Source Projects

Categories > Mathematics > Stan
Stan ⭐ 2,037
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.
Pystan2 ⭐ 916
PyStan, the Python interface to Stan
Covid19model ⭐ 915
Code for modelling estimated deaths and cases for COVID19.
Brms ⭐ 840
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Bda_py_demos ⭐ 788
Bayesian Data Analysis demos for Python
Rstan ⭐ 764
RStan, the R interface to Stan
Tidybayes ⭐ 558
Bayesian analysis + tidy data + geoms (R package)
Math ⭐ 501
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.
Bda_r_demos ⭐ 412
Bayesian Data Analysis demos for R
Orbit ⭐ 381
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Rstanarm ⭐ 288
rstanarm R package for Bayesian applied regression modeling
Bayesplot ⭐ 279
bayesplot R package for plotting Bayesian models
Stancon_talks ⭐ 210
Materials from Stan conferences
Shinystan ⭐ 172
shinystan R package and ShinyStan GUI
Nats Streaming Operator ⭐ 168
NATS Streaming Operator
Stan.jl ⭐ 163
Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
Rstanbook ⭐ 153
『StanとRでベイズ統計モデリング』のサポートページです.
Oreilly Intro To Predictive Clv ⭐ 153
Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017
Miscellaneous R Code ⭐ 152
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 Now almost entirely superseded by the models-by-example repo.
Modelselection ⭐ 140
Tutorial on model assessment, model selection and inference after model selection
Knitr_case_studies ⭐ 112
Inference case studies in knitr
Loo ⭐ 107
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
Ggmcmc ⭐ 95
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
Turn Client ⭐ 82
STUN & TURN client demo and api with python and C
Projpred ⭐ 79
Projection predictive variable selection
Matlabstan ⭐ 61
Matlab interface to Stan, a package for Bayesian inference
Bayes Vis Paper ⭐ 47
'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
Ssmodels In Stan ⭐ 42
State space models (dynamic linear models, hidden Markov models) implemented in Stan.
Epinow2 ⭐ 41
Estimate Realtime Case Counts and Time-varying Epidemiological Parameters
Cmdstan.jl ⭐ 30
CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable.
Gpmicrobiome ⭐ 5
A novel probabilistic approach to explicitly model overdispersion and sampling zeros in 16S rRNA sequencing data by considering the temporal correlation between nearby time points using Gaussian Processes
1-31 of 31 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210