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The Top 31 Stan Open Source Projects
Categories
>
Mathematics
>
Stan
Stan
⭐
1,987
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.
Pystan
⭐
910
PyStan, the Python interface to Stan
Covid19model
⭐
902
Code for modelling estimated deaths and cases for COVID19.
Brms
⭐
803
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Bda_py_demos
⭐
760
Bayesian Data Analysis demos for Python
Rstan
⭐
748
RStan, the R interface to Stan
Tidybayes
⭐
540
Bayesian analysis + tidy data + geoms (R package)
Math
⭐
483
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
⭐
401
Bayesian Data Analysis demos for R
Orbit
⭐
299
Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Rstanarm
⭐
280
rstanarm R package for Bayesian applied regression modeling
Bayesplot
⭐
254
bayesplot R package for plotting Bayesian models
Stancon_talks
⭐
207
Materials from Stan conferences
Shinystan
⭐
171
shinystan R package and ShinyStan GUI
Stan.jl
⭐
160
Stan.jl illustrates the usage of the new 'single method' packages, e.g. StanSample, StanOptimize, etc.
Nats Streaming Operator
⭐
160
NATS Streaming Operator
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
Rstanbook
⭐
149
『StanとRでベイズ統計モデリング』のサポートページです.
Miscellaneous R Code
⭐
143
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 Now almost entirely superseded by the models-by-example repo.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
⭐
105
Inference case studies in knitr
Loo
⭐
103
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
⭐
71
Projection predictive variable selection
Matlabstan
⭐
60
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
⭐
40
State space models (dynamic linear models, hidden Markov models) implemented in Stan.
Cmdstan.jl
⭐
28
CmdStan.jl v6 provides a Julia wrapper to Stan's `cmdstan` executable.
Epinow2
⭐
28
Estimate Realtime Case Counts and Time-varying Epidemiological Parameters
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
