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The Top 13 Machine Learning Bayesian Inference Probabilistic Programming Open Source Projects

Open source projects categorized as Machine Learning Bayesian Inference Probabilistic Programming
Categories > Machine Learning > Bayesian Inference
Categories > Machine Learning > Machine Learning
Categories > Programming Languages > Probabilistic Programming
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 3 days agopypi pyro-ppl} Downloads
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
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
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
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7most recent commit 5 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
Cgpm ⭐ 24
Library of composable generative population models which serve as the modeling and inference backend of BayesDB.
most recent commit 4 years ago
Blangsdk ⭐ 22
Blang's software development kit
most recent commit 7 months ago
Zhusuan Jittor ⭐ 13
Zhusuan with backend Jittor
most recent commit 2 years ago
Zhusuan Paddlepaddle ⭐ 8
Zhusuan with backend PaddlePaddle
most recent commit 2 years ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 5 years ago
The 2 Most Depended On Machine Learning Bayesian Inference Probabilistic Programming Open Source Projects
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 3 days agopypi pyro-ppl} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
The 3 Latest Releases In Machine Learning Bayesian Inference Probabilistic Programming Open Source Projects
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 3 days agopypi pyro-ppl} Downloads
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7latest release May 30, 2019most recent commit 5 years ago
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