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The Top 23 Python Bayesian Statistics Open Source Projects

Open source projects categorized as Python Bayesian Statistics
Categories > Mathematics > Bayesian Statistics
Interviews.ai ⭐ 3,146
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
most recent commit 2 years ago
Bayesian Modelling In Python ⭐ 2,202
A python tutorial on bayesian modeling techniques (PyMC3)
most recent commit 7 years ago
Gpflow ⭐ 1,783
Gaussian processes in TensorFlow
dependent packages 19total releases 39most recent commit 3 months agopypi gpflow} Downloads
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
Thinkbayes2 ⭐ 1,685
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
dependent packages 1total releases 1most recent commit 3 months agopypi ThinkBayes2} Downloads
Pingouin ⭐ 1,462
Statistical package in Python based on Pandas
dependent packages 49total releases 39most recent commit 3 months agopypi pingouin} Downloads
Pytorch Bayesiancnn ⭐ 1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
most recent commit a year ago
Prml ⭐ 908
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
most recent commit 2 years ago
Stats Maths With Python ⭐ 492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
most recent commit 2 years ago
Rethinking Numpyro ⭐ 385
Statistical Rethinking (2nd ed.) with NumPyro
most recent commit 10 months ago
Ebisu ⭐ 289
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
total releases 15most recent commit 5 months ago
Paramonte ⭐ 112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
total releases 38most recent commit 3 years ago
Probflow ⭐ 108
A Python package for building Bayesian models with TensorFlow or PyTorch
total releases 12most recent commit 3 years ago
Bayes Toolbox ⭐ 88
bayes-toolbox
total releases 6most recent commit 4 months ago
Bayesian Testing ⭐ 58
Bayesian A/B testing
dependent packages 1total releases 18most recent commit 4 months agopypi bayesian-testing} Downloads
Aeppl ⭐ 56
Tools for an Aesara-based PPL.
dependent packages 6total releases 47most recent commit 10 months agopypi aeppl} Downloads
Conjugate_prior ⭐ 51
Implementation of the conjugate prior table for Bayesian Statistics
total releases 29most recent commit 5 months ago
Nautilus ⭐ 34
Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics
most recent commit 8 months ago
Bbai ⭐ 33
Deterministic algorithms for objective Bayesian inference and hyperparameter optimization
total releases 11most recent commit 8 months ago
Supernnova ⭐ 26
Open Source Photometric classification https://supernnova.readthedocs.io
total releases 9most recent commit 3 months ago
Calm ⭐ 24
Conditional Associative Logic Memory
most recent commit 6 years ago
Scikit Stan ⭐ 24
A high-level Bayesian analysis API written in Python
most recent commit 2 years ago
Uravu ⭐ 23
A straightforward Bayesian data fitting library
most recent commit 6 months ago
The 6 Most Depended On Python Bayesian Statistics Open Source Projects
Pingouin ⭐ 1,462
Statistical package in Python based on Pandas
dependent packages 49total releases 39latest release January 02, 2023most recent commit 3 months agopypi pingouin} Downloads
Gpflow ⭐ 1,783
Gaussian processes in TensorFlow
dependent packages 19total releases 39latest release August 09, 2023most recent commit 3 months agopypi gpflow} Downloads
Aeppl ⭐ 56
Tools for an Aesara-based PPL.
dependent packages 6total releases 47latest release June 28, 2023most recent commit 10 months agopypi aeppl} Downloads
Bayesian Testing ⭐ 58
Bayesian A/B testing
dependent packages 1total releases 18latest release November 12, 2023most recent commit 4 months agopypi bayesian-testing} 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
Thinkbayes2 ⭐ 1,685
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
dependent packages 1total releases 1latest release August 27, 2018most recent commit 3 months agopypi ThinkBayes2} Downloads
The 10 Latest Releases In Python Bayesian Statistics Open Source Projects
Bayes Toolbox ⭐ 88
bayes-toolbox
total releases 6latest release November 29, 2023most recent commit 4 months ago
Bayesian Testing ⭐ 58
Bayesian A/B testing
dependent packages 1total releases 18latest release November 12, 2023most recent commit 4 months agopypi bayesian-testing} Downloads
Trilearn ⭐ 12
Bayesian structure learning and classification in decomposable graphical models.
total releases 34latest release September 29, 2023most recent commit 3 months ago
Gpflow ⭐ 1,783
Gaussian processes in TensorFlow
dependent packages 19total releases 39latest release August 09, 2023most recent commit 3 months agopypi gpflow} Downloads
Bibat ⭐ 16
A batteries-included template for Bayesian data analysis projects
total releases 22latest release August 01, 2023most recent commit 3 months ago
Aeppl ⭐ 56
Tools for an Aesara-based PPL.
dependent packages 6total releases 47latest release June 28, 2023most recent commit 10 months agopypi aeppl} 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
Conjugate_prior ⭐ 51
Implementation of the conjugate prior table for Bayesian Statistics
total releases 29latest release January 16, 2023most recent commit 5 months ago
Pingouin ⭐ 1,462
Statistical package in Python based on Pandas
dependent packages 49total releases 39latest release January 02, 2023most recent commit 3 months agopypi pingouin} Downloads
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