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The Top 23 Statistics Bayesian Inference Open Source Projects

Open source projects categorized as Statistics Bayesian Inference
Categories > Machine Learning > Bayesian Inference
Categories > Data Processing > Statistics
Measuretheory.jl ⭐ 377
"Distributions" that might not add to one.
most recent commit 8 months ago
Elfi ⭐ 259
ELFI - Engine for Likelihood-Free Inference
total releases 6most recent commit 3 months ago
Pytensor ⭐ 201
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
dependent packages 17total releases 37most recent commit 3 months agopypi pytensor} Downloads
Looper ⭐ 201
A resource list for causality in statistics, data science and physics
most recent commit 4 months ago
Bat.jl ⭐ 185
A Bayesian Analysis Toolkit in Julia
most recent commit 3 months ago
Statrethink_course_in_pymc3 ⭐ 119
Statistical Rethinking course in pymc3
most recent commit 4 years ago
Glmm In Python ⭐ 114
Generalized linear mixed-effect model in Python
most recent commit 6 years ago
Probflow ⭐ 108
A Python package for building Bayesian models with TensorFlow or PyTorch
total releases 12most recent commit 3 years ago
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22most recent commit 3 months ago
Birch ⭐ 101
A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
most recent commit 7 months ago
Bayesian Cognitive Modeling In Pymc3 ⭐ 90
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
most recent commit 6 years ago
Bayes Toolbox ⭐ 88
bayes-toolbox
total releases 6most recent commit 4 months ago
Polychordlite ⭐ 81
Public version of PolyChord: See polychord.co.uk for PolyChordPro
most recent commit 3 months ago
Gammy ⭐ 71
🐙 Generalized additive models in Python with a Bayesian twist
total releases 12most recent commit 3 months ago
Tilde.jl ⭐ 69
WIP successor to Soss.jl
most recent commit 2 years ago
Python Qinfer ⭐ 69
Library for Bayesian inference via sequential Monte Carlo for quantum parameter estimation.
total releases 2most recent commit 4 years ago
Book ⭐ 67
most recent commit a year ago
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295most recent commit 3 months agopypi autofit} Downloads
Matlabstan ⭐ 54
Matlab interface to Stan, a package for Bayesian inference
most recent commit 5 years ago
Statsr ⭐ 49
Companion package for the Coursera Statistics with R specialization
most recent commit 3 years ago
Probqa ⭐ 46
Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.
most recent commit 2 years ago
Bdapy ⭐ 45
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
most recent commit 9 years ago
Bayesforundergrads ⭐ 44
Materials for a workshop on developing undergraduate classes on Bayesian statistics.
most recent commit 8 years ago
The 3 Most Depended On Statistics Bayesian Inference Open Source Projects
Pytensor ⭐ 201
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
dependent packages 17total releases 37latest release January 02, 2024most recent commit 3 months agopypi pytensor} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22latest release September 30, 2023most recent commit 3 months ago
The 10 Latest Releases In Statistics Bayesian Inference Open Source Projects
Pytensor ⭐ 201
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
dependent packages 17total releases 37latest release January 02, 2024most recent commit 3 months agopypi pytensor} Downloads
Bayes Toolbox ⭐ 88
bayes-toolbox
total releases 6latest release November 29, 2023most recent commit 4 months ago
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22latest release September 30, 2023most recent commit 3 months ago
App ⭐ 20
StatSim. Bayesian inference and statistical simulations in the browser
total releases 4latest release June 30, 2023most recent commit 10 months ago
Elfi ⭐ 259
ELFI - Engine for Likelihood-Free Inference
total releases 6latest release June 13, 2022most recent commit 3 months ago
Gammy ⭐ 71
:octopus: Generalized additive models in Python with a Bayesian twist
total releases 12latest release November 10, 2021most recent commit 3 months ago
Shinybrms ⭐ 7
An R package providing a GUI ('shiny' app) for the R package 'brms'.
total releases 10latest release November 05, 2021most recent commit a year ago
Probflow ⭐ 108
A Python package for building Bayesian models with TensorFlow or PyTorch
total releases 12latest release December 28, 2020most recent commit 3 years ago
Python Qinfer ⭐ 69
Library for Bayesian inference via sequential Monte Carlo for quantum parameter estimation.
total releases 2latest release September 28, 2016most recent commit 4 years ago
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