Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Stan	2,484			3 months ago			165	bsd-3-clause	C++
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.
Orbit	1,776		1	3 months ago	21	January 29, 2023	54	other	Python
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Bayesian Machine Learning	1,587			a year ago			4	apache-2.0	Jupyter Notebook
Notebooks about Bayesian methods for machine learning
Bayesian Analysis Recipes	510			2 years ago			2	mit	Jupyter Notebook
A collection of Bayesian data analysis recipes using PyMC3
Rstanarm	371			3 months ago			156	gpl-3.0	R
rstanarm R package for Bayesian applied regression modeling
Bayesab	278	2		3 years ago	7	June 25, 2021	4	other	R
🐢 bayesAB: Fast Bayesian Methods for A/B Testing
Dynamichmc.jl	235			5 months ago			15	other	Julia
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
Shinystan	181	35	17	2 years ago	9	March 03, 2022	25	gpl-3.0	R
shinystan R package and ShinyStan GUI
Loo	140	64	74	a month ago	18	March 31, 2023	42	other	R
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
Forneylab.jl	134			a year ago			12	mit	Julia
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

Alternatives To Bayesiannonparametrics.jl

Select To Compare

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

Orbit ⭐ 1,776

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

dependent packages 1total releases 21most recent commit 3 months ago

Bayesian Machine Learning ⭐ 1,587

Notebooks about Bayesian methods for machine learning

most recent commit a year 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 3 months ago

Bayesab ⭐ 278

🐢 bayesAB: Fast Bayesian Methods for A/B Testing

total releases 7most recent commit 3 years ago

Dynamichmc.jl ⭐ 235

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

most recent commit 5 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 a month ago

Forneylab.jl ⭐ 134

Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

most recent commit a year ago

Suggest An Alternative To BayesianNonparametrics.jl

Alternative Project Comparisons

Bayesiannonparametrics.jl vs Stan

Bayesiannonparametrics.jl vs Orbit

Bayesiannonparametrics.jl vs Bayesian Machine Learning

Bayesiannonparametrics.jl vs Bayesian Analysis Recipes

Bayesiannonparametrics.jl vs Rstanarm

Bayesiannonparametrics.jl vs Bayesab

Bayesiannonparametrics.jl vs Dynamichmc.jl

Bayesiannonparametrics.jl vs Shinystan

Bayesiannonparametrics.jl vs Loo

Bayesiannonparametrics.jl vs Forneylab.jl

Popular Bayesian Projects

Kalman And Bayesian Filters In Python ⭐ 15,017

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

most recent commit 4 months ago

Pyro ⭐ 8,330

Deep universal probabilistic programming with Python and PyTorch

dependent packages 90total releases 34latest release July 29, 2023most recent commit 10 days ago

Pgmpy ⭐ 2,551

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

dependent packages 26total releases 24latest release October 16, 2023most recent commit 3 months ago

Deeplearning ⭐ 2,347

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

most recent commit 4 years ago

Ax ⭐ 2,217

Adaptive Experimentation Platform

dependent packages 26total releases 39latest release December 09, 2023most recent commit 3 months ago

Popular Bayesian Methods Projects

Probabilistic Programming And Bayesian Methods For Hackers ⭐ 26,097

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

most recent commit 5 months ago

Edward ⭐ 4,503

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

dependent packages 1total releases 28latest release January 22, 2018most recent commit 4 years ago

Probability ⭐ 4,028

Probabilistic reasoning and statistical analysis in TensorFlow

dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months ago

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

total releases 6latest release July 27, 2020most recent commit 3 months ago

Edward2 ⭐ 656

A simple probabilistic programming language.

dependent packages 2total releases 2latest release May 06, 2021most recent commit 4 months ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv