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The Top 706 Stan Open Source Projects

Categories > Mathematics > Stan
Prophet ⭐ 14,622
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
dependent packages 51total releases 14most recent commit 2 days agopypi fbprophet} Downloads
Stan ⭐ 2,278
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.
most recent commit 21 hours ago
Rethinking ⭐ 1,622
Statistical Rethinking course and book package
most recent commit 4 months ago
Orbit ⭐ 1,406
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17most recent commit 7 days agopypi orbit-ml} Downloads
Brms ⭐ 1,027
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
dependent packages 40total releases 54most recent commit 2 days ago
Covid19model ⭐ 914
Code for modelling estimated deaths and cases for COVID19.
most recent commit a year ago
Pystan2 ⭐ 911
PyStan, the Python interface to Stan
most recent commit a year ago
Us Potus Model ⭐ 909
Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.
most recent commit 2 years ago
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 7 months ago
Rstan ⭐ 850
RStan, the R interface to Stan
most recent commit 3 months ago
Example Models ⭐ 679
Example models for Stan
most recent commit 4 months ago
Statistical Rethinking With Python And Pymc3 ⭐ 674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
most recent commit 4 years ago
Tidybayes ⭐ 643
Bayesian analysis + tidy data + geoms (R package)
dependent packages 9total releases 12most recent commit 4 months ago
Math ⭐ 599
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.
most recent commit 3 days ago
Greta ⭐ 491
simple and scalable statistical modelling in R
dependent packages 1total releases 6most recent commit 6 days ago
Robot Shop ⭐ 483
Sample microservices application for playing with
most recent commit 2 months ago
Bda_r_demos ⭐ 480
Bayesian Data Analysis demos for R
most recent commit 3 months ago
Stan ⭐ 470
🕵️ Haskell STatic ANalyser
most recent commit 25 days ago
Rainier ⭐ 418
Bayesian inference in Scala.
dependent packages 5total releases 8most recent commit 9 months ago
Bayesplot ⭐ 350
bayesplot R package for plotting Bayesian models
most recent commit 13 days ago
Rstanarm ⭐ 318
rstanarm R package for Bayesian applied regression modeling
most recent commit 3 months ago
K8s ⭐ 263
NATS on Kubernetes with Helm Charts
most recent commit 12 days ago
Stancon_talks ⭐ 205
Materials from Stan conferences
most recent commit 2 years ago
Pystan ⭐ 193
PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io
dependent packages 76total releases 66most recent commit 12 hours agopypi pystan} Downloads
Stan.jl ⭐ 187
Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
most recent commit 9 hours ago
Shinystan ⭐ 180
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9most recent commit 4 months ago
Nats Streaming Operator ⭐ 169
NATS Streaming Operator
total releases 8most recent commit a year ago
Sketchmachine ⭐ 168
The Sketch Machine wants you to draw; it's waiting for you.
most recent commit 4 years ago
Rstanbook ⭐ 162
『StanとRでベイズ統計モデリング』のサポートページです.
most recent commit 6 months ago
Cmdstan ⭐ 155
CmdStan, the command line interface to Stan
total releases 7most recent commit 18 hours ago
Polls ⭐ 143
most recent commit 6 years ago
Miscellaneous R Code ⭐ 140
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.
most recent commit 2 years ago
Loo ⭐ 118
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 62total releases 17most recent commit 3 months ago
Glmm In Python ⭐ 114
Generalized linear mixed-effect model in Python
most recent commit 4 years ago
Open ⭐ 111
DiffusionKinetics open-source monorepo
total releases 3most recent commit 3 years ago
Cmdstanpy ⭐ 109
CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan program and fit the model to data using CmdStan.
dependent packages 20total releases 31most recent commit 4 days agopypi cmdstanpy} Downloads
Stanc3 ⭐ 108
The Stan transpiler (from Stan to C++ and beyond).
most recent commit 3 days ago
Diffeqbayes.jl ⭐ 104
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
most recent commit 11 days ago
Ggmcmc ⭐ 101
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
most recent commit 3 months ago
Projpred ⭐ 99
Projection predictive variable selection
dependent packages 2total releases 13most recent commit 3 days ago
Survivalstan ⭐ 96
Library of Stan Models for Survival Analysis
total releases 10most recent commit 3 years ago
Stan Statespace ⭐ 93
Stan models for state space time series
most recent commit 5 years ago
Cmdstanr ⭐ 85
CmdStanR: the R interface to CmdStan
most recent commit 6 days ago
Mute ⭐ 81
a scalable collaborative document editor with CRDT, P2P and E2EE
most recent commit 3 months ago
Gsoc17 Hhmm ⭐ 73
Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.
most recent commit 4 years ago
Bayescog_wien ⭐ 70
Teaching materials for BayesCog at Faculty of Psychology, University of Vienna
most recent commit a year ago
Posteriordb ⭐ 69
Database with posteriors of interest for Bayesian inference
total releases 2most recent commit 9 months ago
Blavaan ⭐ 65
An R package for Bayesian structural equation modeling
most recent commit 5 days ago
Epinow2 ⭐ 64
Estimate Realtime Case Counts and Time-varying Epidemiological Parameters
most recent commit 2 months ago
Dbda2estan ⭐ 63
Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition
most recent commit 5 years ago
Bayesian Basics ⭐ 61
🚫 ↩️ A document that introduces Bayesian data analysis.
most recent commit 4 months ago
Stan Mode ⭐ 60
Emacs mode for Stan.
most recent commit 7 months ago
Stan Cn Nlp ⭐ 56
stan-cn-nlp: an API wrapper based on Stanford NLP packages for the convenience of Chinese users
total releases 4most recent commit 6 years ago
Matlabstan ⭐ 54
Matlab interface to Stan, a package for Bayesian inference
most recent commit 3 years ago
Bayes Workflow Book ⭐ 51
Source files for the book "Bayesian Workflow Using Stan"
most recent commit 2 years ago
Stan Ja ⭐ 51
Stanマニュアルの日本語への翻訳プロジェクト
most recent commit 6 months ago
Cmdstan_map_rect_tutorial ⭐ 50
Beginner tutorial for using cmdstan with multithreading
most recent commit 2 years ago
Distribution Zoo ⭐ 49
App to view distribution properties and access dynamic code in R, Python, Matlab, Mathematica, Julia and Stan
most recent commit a year ago
Bayes Vis Paper ⭐ 49
'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
most recent commit 2 years ago
Stan_workshop_2016 ⭐ 49
Bayesian Modeling using Stan in R (May/June 2016)
most recent commit 6 years ago
Nats Box ⭐ 48
A container with NATS utilities
total releases 15most recent commit a month ago
Glmer2stan ⭐ 47
Define Stan models using glmer-style (lme4) formulas
most recent commit 8 years ago
Obiektowe Lab ⭐ 44
most recent commit 5 months ago
Upodder ⭐ 44
simple console/terminal podcast downloader
total releases 18most recent commit 4 years ago
Libao ⭐ 43
Portable audio output library
most recent commit 3 years ago
Basis_functions_approach_to_gp ⭐ 43
most recent commit 2 months ago
Bda_m_demos ⭐ 42
Bayesian Data Analysis demos for Matlab/Octave
most recent commit 2 years ago
Rohbot ⭐ 41
Web interface for Steam group chats
most recent commit 5 years ago
Idealstan ⭐ 41
idealstan offers item-response theory (IRT) ideal-point estimation for binary, ordinal, counts and continuous responses with time-varying and missing-data inference. Latent space model also included. Full and approximate Bayesian sampling with 'Stan' (www.mc-stan.org).
total releases 6most recent commit 6 months ago
Ssmodels In Stan ⭐ 41
State space models (dynamic linear models, hidden Markov models) implemented in Stan.
most recent commit 4 years ago
Bunnylod ⭐ 40
Cross platform GLFW based port of Stan Melax's BunnyLOD Easy Mesh Simplification
most recent commit 2 years ago
Visibly ⭐ 39
👓 Functions related to R visualizations
most recent commit 2 years ago
Tsbook ⭐ 39
『基礎からわかる時系列分析』（技術評論社，2018年）のサポートサイトです。
most recent commit 4 years ago
Mmm_stan ⭐ 39
Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS
most recent commit a year ago
Learn Stan ⭐ 37
A practical introduction to modeling in Stan
most recent commit 11 days ago
Stan Vim ⭐ 36
A Vim plugin for the Stan probabilistic programming language.
most recent commit a year ago
Walker ⭐ 35
Bayesian Generalized Linear Models with Time-Varying Coefficients
total releases 18most recent commit 3 months ago
Glmmfields ⭐ 35
R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes
total releases 5most recent commit 9 months ago
Elastic Range Input ⭐ 35
Fancy component to simulate a range input
most recent commit 4 years ago
Stan ⭐ 35
STAN is a sTAtic aNalyser
most recent commit 5 years ago
Trialr ⭐ 35
Clinical Trial Designs in R & RStan
total releases 9most recent commit 8 months ago
Yaps ⭐ 35
A surface language for programming Stan models using python syntax
total releases 5most recent commit 3 years ago
Noisy Networks Measurements ⭐ 35
Noisy network measurement with stan
most recent commit a year ago
Geostan ⭐ 35
Bayesian spatial analysis
most recent commit 4 days ago
Breve ⭐ 33
Breve Template Engine for Python
most recent commit 8 years ago
Rstantools ⭐ 33
Tools for Developing R Packages Interfacing with Stan
most recent commit 3 months ago
Til ⭐ 33
Today I Learned
most recent commit 4 months ago
Cmdstan.jl ⭐ 32
CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.
most recent commit 6 months ago
Slicstan ⭐ 31
A Stan-like probabilistic programming language.
most recent commit 2 years ago
Stantargets ⭐ 31
Reproducible Bayesian data analysis pipelines with targets and cmdstanr
most recent commit 10 days ago
Bayesian ⭐ 31
Bindings for Bayesian TidyModels
total releases 7most recent commit 15 days ago
Natsclient ⭐ 31
NATS 2.x Client Library
dependent packages 1total releases 7most recent commit 2 years agocargo natsclient} Downloads
Ibl Introtoproof ⭐ 31
IBL task sequence for an introduction to proof course.
most recent commit a month ago
Cppbugs ⭐ 30
c++ version of BUGS
most recent commit 3 years ago
Baggr ⭐ 30
R package for Bayesian meta-analysis models, using Stan
total releases 8most recent commit 4 months ago
Docs ⭐ 30
Documentation for the Stan language and CmdStan
most recent commit 3 days ago
Design Docs ⭐ 30
most recent commit 5 months ago
Fast_face_detector ⭐ 30
A face detector based on the work "Aggregate channel features for multi-view face detection" presented by Bin Yang, Junjie Yan, Zhen Lei and Stan Z. Li.
most recent commit 4 years ago
Httpstan ⭐ 30
HTTP interface to Stan, a package for Bayesian inference.
total releases 2most recent commit 2 days ago
Php Nats Streaming ⭐ 30
Client for nats streaming server in php
total releases 8most recent commit 5 years ago
1-100 of 706 projects
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