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The Top 21 Python Bayesian Inference Probabilistic Programming Open Source Projects

Open source projects categorized as Python 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 12 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
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
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55most recent commit 3 months agopypi gpjax} Downloads
Bayesloop ⭐ 127
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
most recent commit a year 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
Dnest4 ⭐ 56
Diffusive Nested Sampling
dependent packages 3total releases 1most recent commit a year agopypi dnest4} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295most recent commit 3 months agopypi autofit} Downloads
Gumbi ⭐ 47
Gaussian Process Model Building Interface
total releases 21most recent commit 6 months ago
Webmc3 ⭐ 43
A web interface for exploring PyMC3 traces
most recent commit 6 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
Pymc Stochastic Process ⭐ 22
Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.
most recent commit 5 years ago
Pymc3_euss ⭐ 21
Course in Probabilistic Programming in Python for the 2018 EU Summer School
most recent commit 6 years ago
Probabilistic Programming And Bayesian Methods For Hackers ⭐ 17
Clone of book Probabilistic Programming and Bayesian Methods for Hackers by CamDavidsonPilon
most recent commit 10 years ago
Zhusuan Jittor ⭐ 13
Zhusuan with backend Jittor
most recent commit 2 years ago
Probabilistic Programming Packages ⭐ 6
Trying out different probabilistic programming packages on the same statistical model
most recent commit a year ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 5 years ago
The 7 Most Depended On Python 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 12 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 Python 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
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 12 days agopypi pymc3} Downloads
Gumbi ⭐ 47
Gaussian Process Model Building Interface
total releases 21latest release February 28, 2022most recent commit 6 months ago
Dnest4 ⭐ 56
Diffusive Nested Sampling
dependent packages 3total releases 1latest release October 23, 2019most recent commit a year agopypi dnest4} Downloads
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7latest release May 30, 2019most recent commit 5 years ago
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