Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Bayesian Data Analysis Open Source Projects

Open source projects categorized as Bayesian Data Analysis
Categories > Machine Learning > Bayesian Data Analysis
Stan ⭐ 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.
most recent commit 3 months ago
Rstan ⭐ 983
RStan, the R interface to Stan
most recent commit 3 months ago
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 2 years ago
Tidybayes ⭐ 689
Bayesian analysis + tidy data + geoms (R package)
dependent packages 11total releases 14most recent commit 8 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 6 years ago
Bayesian Stats Modelling Tutorial ⭐ 601
How to do Bayesian statistical modelling using numpy and PyMC3
most recent commit 2 years ago
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Bda_r_demos ⭐ 538
Bayesian Data Analysis demos for R
most recent commit 5 months ago
Bayesian Analysis Recipes ⭐ 510
A collection of Bayesian data analysis recipes using PyMC3
most recent commit 2 years ago
Rstanarm ⭐ 371
rstanarm R package for Bayesian applied regression modeling
most recent commit 4 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9most recent commit 2 years ago
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18most recent commit 2 months ago
Ggmcmc ⭐ 106
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
most recent commit a year ago
Rethinking Pyro ⭐ 90
Statistical Rethinking with PyTorch and Pyro
most recent commit 4 years ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 5 years ago
Bayesian Basics ⭐ 61
🚫 ↩️ A document that introduces Bayesian data analysis.
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 2 years ago
Bayes Vis Paper ⭐ 49
'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
most recent commit 4 years ago
Bdapy ⭐ 45
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
most recent commit 9 years ago
Priorsense ⭐ 44
priorsense: an R package for prior diagnostics and sensitivity
most recent commit 3 months ago
Rstantools ⭐ 44
Tools for Developing R Packages Interfacing with Stan
most recent commit 3 months ago
Bda_m_demos ⭐ 42
Bayesian Data Analysis demos for Matlab/Octave
most recent commit 4 years ago
Bmlm ⭐ 41
Bayesian multilevel mediation models in R
total releases 17most recent commit 7 months ago
The 5 Most Depended On Bayesian Data Analysis Open Source Projects
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18latest release March 31, 2023most recent commit 2 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
Tidybayes ⭐ 689
Bayesian analysis + tidy data + geoms (R package)
dependent packages 11total releases 14latest release March 14, 2023most recent commit 8 months ago
Inference Tools ⭐ 26
Python tools for Bayesian data analysis
dependent packages 3total releases 23latest release June 16, 2022most recent commit 4 months agopypi inference-tools} Downloads
Pygtc ⭐ 30
Make a sweet giant triangle confusogram (GTC) plot
dependent packages 2total releases 12latest release October 12, 2023most recent commit 6 months agopypi pyGTC} Downloads
The 10 Latest Releases In Bayesian Data Analysis Open Source Projects
Pygtc ⭐ 30
Make a sweet giant triangle confusogram (GTC) plot
dependent packages 2total releases 12latest release October 12, 2023most recent commit 6 months agopypi pyGTC} Downloads
Bmlm ⭐ 41
Bayesian multilevel mediation models in R
total releases 17latest release September 25, 2023most recent commit 7 months ago
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18latest release March 31, 2023most recent commit 2 months ago
Tidybayes ⭐ 689
Bayesian analysis + tidy data + geoms (R package)
dependent packages 11total releases 14latest release March 14, 2023most recent commit 8 months ago
Pyselfi ⭐ 7
Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation
total releases 4latest release January 27, 2023most recent commit a year ago
Dcss_supplementary ⭐ 10
Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).
total releases 3latest release January 12, 2023most recent commit a year ago
Inference Tools ⭐ 26
Python tools for Bayesian data analysis
dependent packages 3total releases 23latest release June 16, 2022most recent commit 4 months agopypi inference-tools} Downloads
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
Bfw ⭐ 10
Framework for conducting Bayesian analyses
total releases 7latest release February 22, 2022most recent commit 2 years ago
Shinybrms ⭐ 7
An R package providing a GUI ('shiny' app) for the R package 'brms'.
total releases 10latest release November 05, 2021most recent commit a year ago
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

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