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stan
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329 search results found
Stan
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2,484
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.
Rethinking
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1,995
Statistical Rethinking course and book package
Orbit
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1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Brms
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1,198
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Rstan
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983
RStan, the R interface to Stan
Covid19model
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914
Code for modelling estimated deaths and cases for COVID19.
Pystan2
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911
PyStan, the Python interface to Stan
Us Potus Model
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909
Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.
Bda_py_demos
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851
Bayesian Data Analysis demos for Python
Example Models
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745
Example models for Stan
Math
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700
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.
Tidybayes
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689
Bayesian analysis + tidy data + geoms (R package)
Statistical Rethinking With Python And Pymc3
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674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Robot Shop
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643
Sample microservices application for playing with
Stan
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548
🕵️ Haskell STatic ANalyser
Bda_r_demos
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538
Bayesian Data Analysis demos for R
Greta
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510
simple and scalable statistical modelling in R
Rainier
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418
Bayesian inference in Scala.
Bayesplot
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402
bayesplot R package for plotting Bayesian models
K8s
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383
NATS on Kubernetes with Helm Charts
Rstanarm
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371
rstanarm R package for Bayesian applied regression modeling
Bayesian Statistics
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310
This repository holds slides and code for a full Bayesian statistics graduate course.
Stan.jl
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206
Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
Stancon_talks
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205
Materials from Stan conferences
Rstanbook
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196
『StanとRでベイズ統計モデリング』のサポートページです.
Cmdstan
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194
CmdStan, the command line interface to Stan
Shinystan
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181
shinystan R package and ShinyStan GUI
Nats Streaming Operator
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169
NATS Streaming Operator
Sketchmachine
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168
The Sketch Machine wants you to draw; it's waiting for you.
Posteriordb
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154
Database with posteriors of interest for Bayesian inference
Polls
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143
Cmdstanpy
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142
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.
Loo
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140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
Miscellaneous R Code
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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.
Stanc3
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132
The Stan transpiler (from Stan to C++ and beyond).
Cmdstanr
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126
CmdStanR: the R interface to CmdStan
Diffeqbayes.jl
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119
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
Open
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115
DiffusionKinetics open-source monorepo
Mute
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114
a scalable collaborative document editor with CRDT, P2P and E2EE
Glmm In Python
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114
Generalized linear mixed-effect model in Python
Projpred
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106
Projection predictive variable selection
Ggmcmc
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106
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
Rexamples
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103
worked R examples
Epinow2
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97
Estimate Realtime Case Counts and Time-varying Epidemiological Parameters
Survivalstan
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96
Library of Stan Models for Survival Analysis
Stan Statespace
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93
Stan models for state space time series
Nats Box
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88
A container with NATS utilities
Cultural_evolution_abm_tutorial
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86
This tutorial shows how to create very simple simulation or agent-based models of cultural evolution in R
Blavaan
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77
An R package for Bayesian structural equation modeling
Bridgestan
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77
BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.
Gsoc17 Hhmm
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73
Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.
Bayescog_wien
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70
Teaching materials for BayesCog at Faculty of Psychology, University of Vienna
Distribution Zoo
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70
App to view distribution properties and access dynamic code in R, Python, Matlab, Mathematica, Julia and Stan
Mvgam
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66
{mvgam} R 📦 to fit Dynamic Bayesian Generalised Additive Models for time series analysis and forecasting
Dbda2estan
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63
Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition
Bayesian Basics
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61
🚫 ↩️ A document that introduces Bayesian data analysis.
Stan Mode
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60
Emacs mode for Stan.
Obiektowe Lab
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60
Data Analysis In Action
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57
📖 R 语言数据分析实战(写作中) Data Analysis in Action Using R
Stan Cn Nlp
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56
stan-cn-nlp: an API wrapper based on Stanford NLP packages for the convenience of Chinese users
Matlabstan
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54
Matlab interface to Stan, a package for Bayesian inference
Bayes Workflow Book
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51
Source files for the book "Bayesian Workflow Using Stan"
Stan Ja
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51
Stanマニュアルの日本語への翻訳プロジェクト
Idealstan
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50
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).
Torsten
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50
library of C++ functions that support applications of Stan in Pharmacometrics
Cmdstan_map_rect_tutorial
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50
Beginner tutorial for using cmdstan with multithreading
Stan_workshop_2016
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49
Bayesian Modeling using Stan in R (May/June 2016)
Bayes Vis Paper
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49
'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
Geostan
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48
Bayesian spatial analysis
Epinowcast
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47
Tools to enable flexible and efficient hierarchical nowcasting of epidemiological time-series using a semi-mechanistic Bayesian model with support for a range of reporting and generative processes.
Glmer2stan
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47
Define Stan models using glmer-style (lme4) formulas
Atsar
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45
Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.
Priorsense
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44
priorsense: an R package for prior diagnostics and sensitivity
Basis_functions_approach_to_gp
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44
Glmmfields
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44
R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes
Rstantools
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44
Tools for Developing R Packages Interfacing with Stan
Stan Vim
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43
A Vim plugin for the Stan probabilistic programming language.
Libao
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43
Portable audio output library
Baggr
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43
R package for Bayesian meta-analysis models, using Stan
Bda_m_demos
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42
Bayesian Data Analysis demos for Matlab/Octave
Stantargets
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42
Reproducible Bayesian data analysis pipelines with targets and cmdstanr
Rohbot
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41
Web interface for Steam group chats
Bayesian
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41
Bindings for Bayesian TidyModels
Ssmodels In Stan
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41
State space models (dynamic linear models, hidden Markov models) implemented in Stan.
Bunnylod
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40
Cross platform GLFW based port of Stan Melax's BunnyLOD Easy Mesh Simplification
Walker
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40
Bayesian Generalized Linear Models with Time-Varying Coefficients
Tsbook
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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。
Mmm_stan
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39
Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS
Trialr
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39
Clinical Trial Designs in R & RStan
Visibly
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39
👓 Functions related to R visualizations
Bayesforecast
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38
Automatic forecasting and Bayesian modeling for time series with Stan
Learn Stan
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37
A practical introduction to modeling in Stan
Standdm
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36
A collection of different Drift Diffusion Models implemented in the probabilistic programming language Stan.
Ibl Introtoproof
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36
A textbook for the transition to proof course for mathematics majors utilizing IBL.
Httpstan
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35
HTTP interface to Stan, a package for Bayesian inference.
Stan
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35
STAN is a sTAtic aNalyser
Elastic Range Input
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35
Fancy component to simulate a range input
Noisy Networks Measurements
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35
Noisy network measurement with stan
Yaps
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35
A surface language for programming Stan models using python syntax
Til
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33
Today I Learned
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