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The Top 23 Bayesian Statistics Open Source Projects

Open source projects categorized as Bayesian Statistics
Categories > Mathematics > Bayesian Statistics
Deep Learning Drizzle ⭐ 10,767
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit 6 months ago
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 a year ago
Stan ⭐ 2,411
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 7 days ago
Bayesian Modelling In Python ⭐ 2,202
A python tutorial on bayesian modeling techniques (PyMC3)
most recent commit 6 years ago
Turing.jl ⭐ 1,819
Bayesian inference with probabilistic programming.
most recent commit 11 hours ago
Gpflow ⭐ 1,728
Gaussian processes in TensorFlow
dependent packages 12total releases 28most recent commit a month agopypi gpflow} Downloads
Pymc Resources ⭐ 1,722
PyMC educational resources
most recent commit 3 months ago
Orbit ⭐ 1,584
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17most recent commit 4 months agopypi orbit-ml} Downloads
Thinkbayes2 ⭐ 1,553
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
dependent packages 1total releases 1most recent commit 23 days agopypi ThinkBayes2} Downloads
Pingouin ⭐ 1,345
Statistical package in Python based on Pandas
dependent packages 28total releases 36most recent commit 2 days agopypi pingouin} Downloads
Pytorch Bayesiancnn ⭐ 1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
most recent commit 2 months ago
Rstan ⭐ 952
RStan, the R interface to Stan
most recent commit 10 days ago
Covid19model ⭐ 914
Code for modelling estimated deaths and cases for COVID19.
most recent commit 2 years 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 10 months ago
Bayesian Stats Modelling Tutorial ⭐ 601
How to do Bayesian statistical modelling using numpy and PyMC3
most recent commit a year ago
Bayesian Analysis Recipes ⭐ 510
A collection of Bayesian data analysis recipes using PyMC3
most recent commit a year 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
Soss.jl ⭐ 401
Probabilistic programming via source rewriting
most recent commit a month ago
Rethinking Numpyro ⭐ 382
Statistical Rethinking (2nd ed.) with NumPyro
most recent commit a month ago
Rstanarm ⭐ 341
rstanarm R package for Bayesian applied regression modeling
most recent commit 2 months ago
Statsexpressions ⭐ 295
Tidy data frames and expressions with statistical summaries 📜
dependent packages 2total releases 26most recent commit 7 days ago
Hakaru ⭐ 293
A probabilistic programming language
most recent commit a year ago
Bayesian Statistics ⭐ 288
This repository holds slides and code for a full Bayesian statistics graduate course.
most recent commit 4 months ago
The 10 Most Depended On Bayesian Statistics Open Source Projects
Loo ⭐ 127
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 62total releases 17latest release March 24, 2022most recent commit 2 months ago
Pscl ⭐ 52
Political Science Computational Laboratory
dependent packages 54total releases 37latest release March 07, 2020most recent commit 4 months ago
Pingouin ⭐ 1,345
Statistical package in Python based on Pandas
dependent packages 28total releases 36latest release June 24, 2022most recent commit 2 days agopypi pingouin} Downloads
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 10 months ago
Gpflow ⭐ 1,728
Gaussian processes in TensorFlow
dependent packages 12total releases 28latest release May 10, 2022most recent commit a month agopypi gpflow} Downloads
Aeppl ⭐ 56
Tools for an Aesara-based PPL.
dependent packages 3total releases 38latest release July 06, 2022most recent commit a month agopypi aeppl} Downloads
Ebisu.js ⭐ 39
JavaScript port of Ebisu, the public-domain library for Bayesian quiz scheduling.
dependent packages 3total releases 11latest release May 30, 2020most recent commit 4 months agonpm ebisu-js} Downloads
Statsexpressions ⭐ 295
Tidy data frames and expressions with statistical summaries 📜
dependent packages 2total releases 26latest release August 11, 2022most recent commit 7 days ago
Dirichletprocess ⭐ 48
Build dirichletprocess objects for data analysis
dependent packages 1total releases 7latest release June 13, 2020most recent commit 3 months ago
Orbit ⭐ 1,584
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17latest release April 28, 2022most recent commit 4 months agopypi orbit-ml} Downloads
The 10 Latest Releases In Bayesian Statistics Open Source Projects
Supernnova ⭐ 27
Open Source Photometric classification https://supernnova.readthedocs.io
total releases 9latest release September 26, 2022most recent commit 14 days ago
Statsexpressions ⭐ 295
Tidy data frames and expressions with statistical summaries 📜
dependent packages 2total releases 26latest release August 11, 2022most recent commit 7 days ago
Aeppl ⭐ 56
Tools for an Aesara-based PPL.
dependent packages 3total releases 38latest release July 06, 2022most recent commit a month agopypi aeppl} Downloads
Pingouin ⭐ 1,345
Statistical package in Python based on Pandas
dependent packages 28total releases 36latest release June 24, 2022most recent commit 2 days agopypi pingouin} Downloads
Gpflow ⭐ 1,728
Gaussian processes in TensorFlow
dependent packages 12total releases 28latest release May 10, 2022most recent commit a month agopypi gpflow} Downloads
Orbit ⭐ 1,584
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17latest release April 28, 2022most recent commit 4 months agopypi orbit-ml} Downloads
Loo ⭐ 127
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
dependent packages 62total releases 17latest release March 24, 2022most recent commit 2 months ago
Baggr ⭐ 41
R package for Bayesian meta-analysis models, using Stan
total releases 8latest release March 15, 2022most recent commit 2 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 10 months ago
Bayesian Testing ⭐ 41
Bayesian A/B testing
total releases 7latest release February 21, 2022most recent commit 3 months ago
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