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The Top 23 Bayesian Methods Open Source Projects

Open source projects categorized as Bayesian Methods
Categories > Science > Bayesian Methods
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 28most recent commit 4 years agopypi Edward} Downloads
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51most recent commit 3 months agopypi tensorflow-probability} Downloads
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 agopypi orbit-ml} Downloads
Bayesian Machine Learning ⭐ 1,587
Notebooks about Bayesian methods for machine learning
most recent commit a year ago
Uncertainty Baselines ⭐ 1,324
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6most recent commit 3 months ago
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2most recent commit 4 months agopypi edward2} Downloads
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
Dapper ⭐ 306
Data Assimilation with Python: a Package for Experimental Research
total releases 15most recent commit 3 months ago
Pyemma ⭐ 292
🚂 Python API for Emma's Markov Model Algorithms 🚂
dependent packages 6total releases 47most recent commit 7 months agopypi pyEMMA} Downloads
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
Pints ⭐ 200
Probabilistic Inference on Noisy Time Series
dependent packages 2total releases 4most recent commit 3 months agopypi pints} Downloads
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9most recent commit 2 years ago
Nimble ⭐ 142
The base NIMBLE package for R
most recent commit 3 months ago
Deep Kernel Transfer ⭐ 142
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
most 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
Noa ⭐ 121
Differentiable Programming Algorithms in Modern C++
most recent commit 4 months ago
Statrethink_course_in_pymc3 ⭐ 119
Statistical Rethinking course in pymc3
most recent commit 4 years ago
Bvar_ ⭐ 119
Empirical macro toolbox
most recent commit 3 months ago
The 10 Most Depended On Bayesian Methods Open Source Projects
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months agopypi tensorflow-probability} Downloads
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18latest release March 31, 2023most recent commit a month ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
Pyemma ⭐ 292
🚂 Python API for Emma's Markov Model Algorithms 🚂
dependent packages 6total releases 47latest release September 19, 2022most recent commit 7 months agopypi pyEMMA} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2latest release May 06, 2021most recent commit 4 months agopypi edward2} Downloads
Pints ⭐ 200
Probabilistic Inference on Noisy Time Series
dependent packages 2total releases 4latest release July 27, 2023most recent commit 3 months agopypi pints} Downloads
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6latest release June 07, 2020most recent commit 3 years agopypi odin-ai} Downloads
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 agopypi Edward} Downloads
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21latest release January 29, 2023most recent commit 3 months agopypi orbit-ml} Downloads
The 10 Latest Releases In Bayesian Methods Open Source Projects
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months agopypi tensorflow-probability} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Pints ⭐ 200
Probabilistic Inference on Noisy Time Series
dependent packages 2total releases 4latest release July 27, 2023most recent commit 3 months agopypi pints} Downloads
Loo ⭐ 140
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 74total releases 18latest release March 31, 2023most recent commit a month ago
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21latest release January 29, 2023most recent commit 3 months agopypi orbit-ml} Downloads
Pyemma ⭐ 292
🚂 Python API for Emma's Markov Model Algorithms 🚂
dependent packages 6total releases 47latest release September 19, 2022most recent commit 7 months agopypi pyEMMA} Downloads
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
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