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The Top 23 Bayesian Inference Probabilistic Programming Open Source Projects

Open source projects categorized as Bayesian Inference Probabilistic Programming
Categories > Machine Learning > Bayesian Inference
Categories > Programming Languages > Probabilistic Programming
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 2 days agopypi pyro-ppl} Downloads
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36most recent commit 11 days agopypi pymc3} Downloads
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 2 years ago
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
Blackjax ⭐ 636
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
dependent packages 10total releases 21most recent commit 3 months agopypi blackjax} Downloads
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Soss.jl ⭐ 401
Probabilistic programming via source rewriting
most recent commit a year ago
Monad Bayes ⭐ 389
A library for probabilistic programming in Haskell.
most recent commit 3 months ago
Measuretheory.jl ⭐ 377
"Distributions" that might not add to one.
most recent commit 8 months ago
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55most recent commit 3 months agopypi gpjax} Downloads
Stheno.jl ⭐ 327
Probabilistic Programming with Gaussian processes in Julia
most recent commit 6 months ago
Pclean ⭐ 167
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
most recent commit 2 years ago
Nimble ⭐ 142
The base NIMBLE package for R
most recent commit 3 months ago
Bayesloop ⭐ 127
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
most recent commit a year ago
Diffeqbayes.jl ⭐ 119
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
most recent commit 3 months ago
Bopp ⭐ 113
BOPP: Bayesian Optimization for Probabilistic Programs
total releases 7most recent commit 6 years ago
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7most recent commit 5 years ago
Bayes Toolbox ⭐ 88
bayes-toolbox
total releases 6most recent commit 4 months 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
Reactivemp.jl ⭐ 85
High-performance reactive message-passing based Bayesian inference engine
most recent commit 3 months ago
Zigzagboomerang.jl ⭐ 83
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection
most recent commit 2 years ago
Pathfinder.jl ⭐ 72
Preheat your MCMC
most recent commit 3 months ago
The 7 Most Depended On Bayesian Inference Probabilistic Programming Open Source Projects
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 11 days agopypi pymc3} Downloads
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 2 days agopypi pyro-ppl} 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
Blackjax ⭐ 636
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
dependent packages 10total releases 21latest release September 20, 2023most recent commit 3 months agopypi blackjax} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Dnest4 ⭐ 56
Diffusive Nested Sampling
dependent packages 3total releases 1latest release October 23, 2019most recent commit a year agopypi dnest4} Downloads
The 10 Latest Releases In Bayesian Inference Probabilistic Programming Open Source Projects
Bayes Toolbox ⭐ 88
bayes-toolbox
total releases 6latest release November 29, 2023most recent commit 4 months ago
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
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
Blackjax ⭐ 636
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
dependent packages 10total releases 21latest release September 20, 2023most recent commit 3 months agopypi blackjax} Downloads
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 2 days agopypi pyro-ppl} Downloads
App ⭐ 20
StatSim. Bayesian inference and statistical simulations in the browser
total releases 4latest release June 30, 2023most recent commit 10 months ago
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 11 days agopypi pymc3} Downloads
Gumbi ⭐ 47
Gaussian Process Model Building Interface
total releases 21latest release February 28, 2022most recent commit 6 months ago
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