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Bayesian Statistics
64 Open Source Bayesian Statistics Software Projects
Free and open source bayesian statistics code projects including engines, APIs, generators, and tools.
Deep Learning Drizzle
8493 ⭐
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Bayesian Modelling In Python
2247 ⭐
A python tutorial on bayesian modeling techniques (PyMC3)
Stan Dev Stan
1927 ⭐
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.
Gpflow
1320 ⭐
Gaussian processes in TensorFlow
Turing.jl
1025 ⭐
Bayesian inference with probabilistic programming.
Covid19model
885 ⭐
Code for modelling estimated deaths and cases for COVID19.
Pymc Devs Resources
779 ⭐
PyMC3 educational resources
Rstan
724 ⭐
RStan, the R interface to Stan
Pytorch Bayesiancnn
689 ⭐
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Pingouin
558 ⭐
Statistical package in Python based on Pandas
Bayesian Analysis Recipes
438 ⭐
A collection of Bayesian data analysis recipes using PyMC3
Bayesian Stats Modelling Tutorial
422 ⭐
How to do Bayesian statistical modelling using numpy and PyMC3
Hakaru
283 ⭐
A probabilistic programming language
Stats Maths With Python
282 ⭐
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Rstanarm
262 ⭐
rstanarm R package for Bayesian applied regression modeling
Soss.jl
185 ⭐
Probabilistic programming via source rewriting
Shinystan
167 ⭐
shinystan R package and ShinyStan GUI
Rethinking Numpyro
174 ⭐
Statistical Rethinking (2nd ed.) with NumPyro
Dynamichmc.jl
155 ⭐
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
Prml
456 ⭐
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
Rethinking Tensorflow Probability
135 ⭐
Statistical Rethinking (2nd Ed) with Tensorflow Probability
Ebisu
128 ⭐
Public-domain Python library for quiz scheduling using Bayesian statistics. (Also available as JavaScript and Java ports!)
Rethinking Pyro
106 ⭐
Statistical Rethinking with PyTorch and Pyro
Bcpd
102 ⭐
Bayesian coherent point drift for Windows 10
Bayesian Stats Talk
62 ⭐
Doing Bayesian statistics in Python!
Bat.jl
59 ⭐
A Bayesian Analysis Toolkit in Julia
Bayesian Basics
48 ⭐
:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.
Blavaan
47 ⭐
An R package for Bayesian structural equation modeling
Statistical Rethinking Solutions
46 ⭐
Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.
Hoff Bayesian Statistics
47 ⭐
R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
Transformvariables.jl
37 ⭐
Transformations to contrained variables from ℝⁿ.
Bayescog_wien
36 ⭐
Teaching materials for BayesCog at Faculty of Psychology, University of Vienna
Dirichletprocess
30 ⭐
Build dirichletprocess objects for data analysis
Paramonte
63 ⭐
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
Beast Dev Tracer
26 ⭐
Posterior summarisation in Bayesian phylogenetics
The_bayes_way
25 ⭐
📚 The Bayes Way 🎓
Rstantools
25 ⭐
Tools for Developing R Packages Interfacing with Stan
Conjugate_prior
25 ⭐
Implementation of the conjugate prior table for Bayesian Statistics
Calm
24 ⭐
Conditional Associative Logic Memory
Scikit Stan
22 ⭐
A high-level Bayesian analysis API written in Python
Rhat_ess
19 ⭐
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
Mcmcdiagnostics.jl
18 ⭐
Markov Chain Monte Carlo convergence diagnostics in Julia
Naro_toukei
17 ⭐
農研機構統計研修「ベイズ統計モデリングとMCMC」
Abby
19 ⭐
Minimal A/B Testing Library in PHP
Bayesian_workshop
18 ⭐
Material for a Bayesian statistics workshop
Blangsdk
16 ⭐
Blang's software development kit
Ebisu.js
18 ⭐
JavaScript port of Ebisu, the public-domain library for Bayesian quiz scheduling.
Baggr
15 ⭐
R package for Bayesian meta-analysis models, using Stan
Supernnova
15 ⭐
Open Source Photometric classification https://supernnova.readthedocs.io
M Clark.github.io
15 ⭐
Personal website
Pydata Dc 2018
14 ⭐
@matthewbrems and I presented "Recreating, Understanding, and Visualizing FiveThirtyEight's Elections Forecast" at PyData DC 2018
Bayes R Jags Intro
14 ⭐
An introduction to hierarchical Bayesian modelling with R, JAGS and STAN
Uravu
16 ⭐
A straightforward Bayesian data fitting library
Bayesian Data Analysis
13 ⭐
Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.
Cbm
12 ⭐
computational and brain/behavior modeling
Pythonbrmltoolbox
11 ⭐
Python 3.7 version of David Barber's MATLAB BRMLtoolbox
Scr Stan
12 ⭐
Spatial capture-recapture models in Stan
Bugs Examples In Stan
12 ⭐
Simon Jackman's "BUGS Examples" translated into Stan
My Notebook
11 ⭐
Hammlet
10 ⭐
Fast Bayesian Hidden Markov Model with Wavelet Compression
Autoppl
27 ⭐
C++ template library for probabilistic programming
Crpclustering
10 ⭐
CRPClustering: An R Package for Bayesian Nonparametric Chinese Restaurant Process Clustering with Entropy
Bakr
10 ⭐
Code and Simulations using Bayesian Approximate Kernel Regression (BAKR)
bad-slug
10 ⭐
Tidy wrapper around `BayesFactor` R package 🍬🌟🎪