Awesome Open Source

Programming Languages

Search results for mcmc bayesian data analysis

bayesian-data-analysis x

19 search results found

RStan, the R interface to Stan

Bda_py_demos ⭐ 851

Bayesian Data Analysis demos for Python

Dbda Python ⭐ 543

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

Bda_r_demos ⭐ 538

Bayesian Data Analysis demos for R

Shinystan ⭐ 181

shinystan R package and ShinyStan GUI

Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

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

Bda_m_demos ⭐ 42

Bayesian Data Analysis demos for Matlab/Octave

Dynamichmcexamples.jl ⭐ 37

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the posterior distributions of suitable variables of costs and clinical benefits for two or more interventions, produces a health economic evaluation. Compares one of the interventions (the "reference") to the others ("comparators"). Produces many summary and plots to analyse the results

Logdensityproblems.jl ⭐ 34

A common framework for implementing and using log densities for inference.

Make a sweet giant triangle confusogram (GTC) plot

Inference Tools ⭐ 26

Python tools for Bayesian data analysis

Rhat_ess ⭐ 22

Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

Framework for conducting Bayesian analyses

Bayesian Modeling ⭐ 9

Case studies with Bayesian methods

Shinybrms ⭐ 7

An R package providing a GUI ('shiny' app) for the R package 'brms'.

Pymc Advi Hmc Demo ⭐ 5

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

Related Searches

Python Mcmc (304)

Bayesian Mcmc (230)

Jupyter Notebook Mcmc (156)

Mcmc Bayesian Inference (125)

C Plus Plus Mcmc (106)

1-19 of 19 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.