Topic: bayesian-data-analysis

stan-dev / stan

1.4k

Stan development repository (home page is linked below). The master branch contains the current release. The develop …

stan bayesian-inference bayesian bayesian-methods bayesian-statistics bayesian-data-analysis

R Updated Aug 24, 2018 12 issues need help

aloctavodia / Statistical-Rethinking-with-Python-and-PyMC3

533

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richa…

pymc bayesian-data-analysis statistics python data-science

Jupyter Notebook Updated Jul 31, 2018

avehtari / BDA_py_demos

489

Bayesian Data Analysis demos for Python

python bayesian-data-analysis bayesian-inference bayesian mcmc stan

Jupyter Notebook Updated Mar 5, 2018

stan-dev / rstan

470

RStan, the R interface to Stan

stan mcmc bayesian-inference bayesian-data-analysis bayesian-statistics r r-package

R Updated Aug 22, 2018

uncomplicate / bayadera

282

High-performance Bayesian Data Analysis on the GPU in Clojure

clojure bayesian-inference bayesian-data-analysis gpu-computing gpu-acceleration statistics machine-learning clojure-library bayesian opencl cuda high-performance-computing gpu mcmc markov-chain-monte-carlo

Clojure Updated Jul 22, 2018

mjskay / tidybayes

213

Bayesian analysis + tidy data + geoms (R package)

r tidy-data bayesian-data-analysis r-package visualization ggplot2 stan jags

R Updated Aug 24, 2018

avehtari / BDA_R_demos

197

Bayesian Data Analysis demos for R

bayesian-data-analysis r bayesian-inference bayesian mcmc stan monte-carlo

HTML Updated Mar 5, 2018

JWarmenhoven / DBDA-python

194

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

bayesian-data-analysis bayesian-inference pymc3 mcmc hierarchical-models kruschke probabilistic-programming

Jupyter Notebook Updated Aug 21, 2018 1 issue needs help

ericmjl / bayesian-analysis-recipes

172

A collection of Bayesian data analysis recipes using PyMC3

bayesian-inference bayesian bayesian-statistics bayesian-data-analysis bayesian-analysis bayesian-methods notebook treatment-groups neural-networks

Jupyter Notebook Updated Aug 12, 2018

stan-dev / rstanarm

165

rstanarm R package for Bayesian applied regression modeling

stan multilevel-models r-package bayesian bayesian-inference bayesian-methods bayesian-statistics bayesian-data-analysis statistical-modeling r rstan rstanarm

R Updated Aug 23, 2018

stan-dev / shinystan

140

shinystan R package and ShinyStan GUI

stan mcmc r-package statistical-graphics shiny-apps r bayesian bayesian-statistics bayesian-inference bayesian-data-analysis bayesian-methods

R Updated May 1, 2018

bikestra / bdapy

44

Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python

bayesian-data-analysis gelman mcmc python statistics bayesian

Python Updated Mar 21, 2015

ericmjl / bayesian-stats-talk

43

Doing Bayesian statistics in Python!

bayesian bayesian-inference bayesian-statistics bayesian-data-analysis

Jupyter Notebook Updated Jan 31, 2018

stan-dev / loo

43

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

cross-validation stan r-package bayesian-data-analysis information-criterion bayesian-methods model-weights

R Updated Aug 16, 2018 1 issue needs help

avehtari / BDA_m_demos

34

Bayesian Data Analysis demos for Matlab/Octave

bayesian-data-analysis bayesian bayesian-inference mcmc stan octave

Matlab Updated Jan 28, 2018

stan-ja / stan-ja

34

Stanマニュアルの日本語への翻訳プロジェクト

stan bayesian-data-analysis bayesian-inference

CSS Updated Aug 23, 2018

m-clark / bayesian-basics

23

🚫

↩️ A document that introduces Bayesian data analysis.

bayesian-inference bayesian-methods stan rstan r bayesian-statistics bayesian mcmc hamiltonian-monte-carlo gibbs posterior-probability prior likelihood metropolis-hastings posterior-predictive regression-models bayesian-analysis bayesian-data-analysis

Stan Updated Jul 30, 2018

lawmurray / Birch

16

The Birch probabilistic programming language.

probabilistic-programming probabilistic-programming-language machine-learning statistics system-identification sequential-monte-carlo monte-carlo bayesian-inference bayesian-data-analysis

C++ Updated Aug 14, 2018

jgabry / bayes-vis-paper

15

Paper: "Visualization in Bayesian workflow"

statistical-graphics data-visualization applied-statistics bayesian-data-analysis paper stan r

TeX Updated Aug 1, 2018

mvuorre / bmlm

12

Bayesian multilevel mediation models in R

multilevel-mediation-models cran statistics bayesian-data-analysis r

R Updated Jul 11, 2018

stan-dev / rstantools

9

Tools for Developing R Packages Interfacing with Stan

stan r-package developer-tools bayesian-data-analysis bayesian-statistics

R Updated Aug 20, 2018

maxfarrell / qcbs_stan_workshop

9

Introduction to Stan, rstan & rstanarm

stan rstan rstanarm bayesian-data-analysis r

HTML Updated Aug 22, 2017

PrACiDa / EBAD

8

Analisis Bayesiano de Datos

estadistica bayesian-data-analysis educacion educational-materials pymc3 python

Jupyter Notebook Updated Aug 24, 2018

madsjulia / BIGUQ.jl

7

Bayesian Information Gap Decision Theory for Uncertainty Quantification, Experimental Design and Decision Analysis in…

mads julia uncertainty-quantification decision-support bayesian information-gap information-theory decision-analysis bayesian-data-analysis model-analysis high-performance-computing predictive-analysis experimental-design decision-making decision-model data-science data-driven model-driven decision-theory

Julia Updated Mar 3, 2018

giabaio / BCEA

7

Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of s…

cost-effectiveness health-economic-evaluation bayesian-data-analysis

R Updated Jul 16, 2018

AlexIoannides / pymc3-example-project

6

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine lea…

python pymc3 numpy pandas scikit-learn data-science machine-learning bayesian-inference bayesian-data-analysis probabilistic-programming

Jupyter Notebook Updated Feb 5, 2018

wiedenhoeft / HaMMLET

6

Fast Bayesian Hidden Markov Model with Wavelet Compression

C++ Updated Feb 6, 2018

SebastianBocquet / pygtc

6

Make a sweet giant triangle confusogram (GTC) plot

mcmc bayesian-data-analysis data-visualization

Jupyter Notebook Updated Nov 14, 2017

oeysan / bfw

5

Framework for conducting Bayesian analysis

bayesian-statistics bayesian-data-analysis mcmc jags psychological-science

R Updated Jun 23, 2018

gtikhonov / HMSC

4

Hierarchical Model of Species Communities (HMSC) is an R package, which provides extensive set of analytical tools de…

latent-factor-model community-ecology bayesian-data-analysis

R Updated Aug 9, 2018

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Repositories 58