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The Top 23 Bayesian Inference Mcmc Open Source Projects

Open source projects categorized as Bayesian Inference Mcmc
Categories > Machine Learning > Bayesian Inference
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36most recent commit 7 days agopypi pymc3} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26most recent commit 3 months agopypi numpyro} Downloads
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
most recent commit 3 months ago
Bayesian Neural Networks ⭐ 1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
most recent commit 6 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
Bayespy ⭐ 666
Bayesian Python: Bayesian inference tools for Python
total releases 5most recent commit a year 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 4 months ago
Beast2 ⭐ 228
Bayesian Evolutionary Analysis by Sampling Trees
most recent commit 4 months ago
Exoplanet ⭐ 199
Fast & scalable MCMC for all your exoplanet needs!
dependent packages 17total releases 34most recent commit 10 days agopypi exoplanet} Downloads
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21most recent commit a year agopypi zeus-mcmc} Downloads
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 years ago
Bat.jl ⭐ 185
A Bayesian Analysis Toolkit in Julia
most recent commit 3 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9most recent commit 2 years ago
Gpstuff ⭐ 144
GPstuff - Gaussian process models for Bayesian analysis
most recent commit a year ago
Nimble ⭐ 142
The base NIMBLE package for R
most recent commit 3 months ago
Pythonmcmc ⭐ 119
A list of Python-based MCMC & ABC packages
most recent commit 3 months ago
Paramonte ⭐ 112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
total releases 38most recent commit 3 years ago
Ggmcmc ⭐ 106
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
most recent commit a year ago
Awesome Bayes ⭐ 98
List of resources for bayesian inference
most recent commit 5 years ago
Bridge.jl ⭐ 77
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
most recent commit 3 years ago
Geobipy ⭐ 75
Geophysical Bayesian Inference in Python. Docs:
most recent commit 3 months ago
The 10 Most Depended On Bayesian Inference Mcmc Open Source Projects
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 7 days agopypi pymc3} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} Downloads
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
Exoplanet ⭐ 199
Fast & scalable MCMC for all your exoplanet needs!
dependent packages 17total releases 34latest release January 11, 2022most recent commit 10 days agopypi exoplanet} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21latest release January 12, 2023most recent commit a year agopypi zeus-mcmc} Downloads
Anesthetic ⭐ 53
Nested Sampling post-processing and plotting
dependent packages 5total releases 85latest release November 14, 2023most recent commit a month agopypi anesthetic} Downloads
Tmbstan ⭐ 27
dependent packages 3total releases 8latest release August 26, 2023most recent commit a year ago
Dirichletprocess ⭐ 53
Build dirichletprocess objects for data analysis
dependent packages 2total releases 9latest release August 25, 2023most recent commit 8 months ago
Fmcmc ⭐ 13
A friendly MCMC framework
dependent packages 1total releases 5latest release January 14, 2022most recent commit 7 months ago
The 10 Latest Releases In Bayesian Inference Mcmc Open Source Projects
Anesthetic ⭐ 53
Nested Sampling post-processing and plotting
dependent packages 5total releases 85latest release November 14, 2023most recent commit a month agopypi anesthetic} Downloads
Bssm ⭐ 37
Bayesian Inference of State Space Models
dependent packages 1total releases 28latest release October 27, 2023most recent commit 6 months ago
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} Downloads
Tmbstan ⭐ 27
dependent packages 3total releases 8latest release August 26, 2023most recent commit a year ago
Dirichletprocess ⭐ 53
Build dirichletprocess objects for data analysis
dependent packages 2total releases 9latest release August 25, 2023most recent commit 8 months ago
Bbsbayes ⭐ 30
An R Package for Hierarchical Bayesian Analysis of North American Breeding Bird Survey Data
total releases 15latest release February 27, 2023most recent commit a year ago
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21latest release January 12, 2023most recent commit a year agopypi zeus-mcmc} Downloads
Pocomc ⭐ 39
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
total releases 20latest release November 09, 2022most recent commit a year ago
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 7 days agopypi pymc3} Downloads
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