Awesome Open Source
Awesome Open Source
Combined Topics
bayesian-statistics x

The Top 292 Bayesian Statistics Open Source Projects

Categories > Mathematics > Bayesian Statistics
Deep Learning Drizzle ⭐ 10,044
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit 3 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 5 months ago
Stan ⭐ 2,278
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 21 hours ago
Bayesian Modelling In Python ⭐ 2,202
A python tutorial on bayesian modeling techniques (PyMC3)
most recent commit 5 years ago
Gpflow ⭐ 1,635
Gaussian processes in TensorFlow
dependent packages 12total releases 28most recent commit 8 hours agopypi gpflow} Downloads
Turing.jl ⭐ 1,597
Bayesian inference with probabilistic programming.
most recent commit 3 days ago
Pymc Resources ⭐ 1,462
PyMC educational resources
most recent commit a month ago
Orbit ⭐ 1,406
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17most recent commit 7 days agopypi orbit-ml} Downloads
Thinkbayes2 ⭐ 1,313
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
dependent packages 1total releases 1most recent commit 2 months agopypi ThinkBayes2} Downloads
Pingouin ⭐ 1,106
Statistical package in Python based on Pandas
dependent packages 20total releases 35most recent commit 10 days agopypi pingouin} Downloads
Covid19model ⭐ 914
Code for modelling estimated deaths and cases for COVID19.
most recent commit a year ago
Rstan ⭐ 850
RStan, the R interface to Stan
most recent commit 3 months ago
Prml ⭐ 825
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
most recent commit 4 months ago
Pytorch Bayesiancnn ⭐ 757
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
most recent commit a year ago
Bayesian Stats Modelling Tutorial ⭐ 543
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 6 months ago
Stats Maths With Python ⭐ 492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
most recent commit 8 months ago
Soss.jl ⭐ 385
Probabilistic programming via source rewriting
most recent commit a month ago
Rethinking Numpyro ⭐ 331
Statistical Rethinking (2nd ed.) with NumPyro
most recent commit 3 months ago
Rstanarm ⭐ 318
rstanarm R package for Bayesian applied regression modeling
most recent commit 3 months ago
Hakaru ⭐ 293
A probabilistic programming language
most recent commit 3 months ago
Bayesmadesimple ⭐ 282
Code for a tutorial on Bayesian Statistics by Allen Downey.
most recent commit 2 years ago
Statsexpressions ⭐ 264
Tidy Dataframes and Expressions with Statistical Details 📉 📜🔣✅
dependent packages 2total releases 22most recent commit 25 days ago
Rethinking Tensorflow Probability ⭐ 207
Statistical Rethinking (2nd Ed) with Tensorflow Probability
most recent commit 6 months ago
Dynamichmc.jl ⭐ 203
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
most recent commit a month ago
Ebisu ⭐ 202
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
total releases 14most recent commit 10 months ago
Shinystan ⭐ 180
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9most recent commit 4 months ago
Bcpd ⭐ 175
Bayesian Coherent Point Drift (BCPD/BCPD++)
most recent commit 2 months ago
Bat.jl ⭐ 150
A Bayesian Analysis Toolkit in Julia
most recent commit 2 days ago
Paramonte ⭐ 112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
total releases 38most recent commit a year ago
Probflow ⭐ 108
A Python package for building Bayesian models with TensorFlow or PyTorch
total releases 12most recent commit a year ago
Bitesizebayes ⭐ 100
An introduction to Bayesian statistics using Python and (coming soon) R.
most recent commit a year ago
Bayesian Julia ⭐ 98
Bayesian Statistics using Julia and Turing
most recent commit 10 hours ago
Rethinking Pyro ⭐ 90
Statistical Rethinking with PyTorch and Pyro
most recent commit 3 years ago
Bayesiantools ⭐ 82
General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
total releases 8most recent commit 4 months ago
Business Analytics ⭐ 73
Data Analytics, Statistics, Visualization (R / Python)
most recent commit 5 years ago
Bayescog_wien ⭐ 70
Teaching materials for BayesCog at Faculty of Psychology, University of Vienna
most recent commit a year ago
Pycon2017 ⭐ 67
Bayesian Machine Learning, https://us.pycon.org/2017/schedule/presentation/23
most recent commit 5 years ago
Blavaan ⭐ 65
An R package for Bayesian structural equation modeling
most recent commit 5 days ago
Book ⭐ 61
most recent commit 19 days ago
Bayesian Basics ⭐ 61
🚫 ↩️ A document that introduces Bayesian data analysis.
most recent commit 4 months ago
Tilde.jl ⭐ 49
WIP successor to Soss.jl
most recent commit 11 days ago
Bayesrules ⭐ 47
📦 R package for Supplemental Materials for the Bayes Rules! Book
total releases 2most recent commit 2 months ago
Transformvariables.jl ⭐ 45
Transformations to contrained variables from ℝⁿ.
most recent commit a month ago
Bayesforundergrads ⭐ 44
Materials for a workshop on developing undergraduate classes on Bayesian statistics.
most recent commit 6 years ago
Learningbayes ⭐ 44
An introduction to Bayesian statistics
most recent commit 3 years ago
Turingglm.jl ⭐ 44
Bayesian Generalized Linear models using `@formula` syntax.
most recent commit 3 months ago
Conjugate_prior ⭐ 43
Implementation of the conjugate prior table for Bayesian Statistics
total releases 24most recent commit 4 months ago
Dirichletprocess ⭐ 41
Build dirichletprocess objects for data analysis
dependent packages 1total releases 7most recent commit 2 months ago
Hoff Bayesian Statistics ⭐ 36
R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
most recent commit 3 years ago
Flowtorch Old ⭐ 36
Separating Normalizing Flows code from Pyro and improving API
most recent commit 10 months ago
Geostan ⭐ 35
Bayesian spatial analysis
most recent commit 4 days ago
Mlapp ⭐ 35
MLaPP读书会
most recent commit 6 years ago
Aeppl ⭐ 35
Tools for an Aesara-based PPL.
dependent packages 3total releases 31most recent commit 14 days agopypi aeppl} Downloads
Rstantools ⭐ 33
Tools for Developing R Packages Interfacing with Stan
most recent commit 3 months ago
Cmdstan.jl ⭐ 32
CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.
most recent commit 6 months ago
Intro Stats ⭐ 31
Introductory Workshop to (Bayesian) Statistics
most recent commit 5 years ago
Baggr ⭐ 30
R package for Bayesian meta-analysis models, using Stan
total releases 8most recent commit 4 months ago
Ebisu.js ⭐ 28
JavaScript port of Ebisu, the public-domain library for Bayesian quiz scheduling.
dependent packages 3total releases 11most recent commit a year agonpm ebisu-js} Downloads
Lefty Longevity ⭐ 27
Use pandas and Bayesian statistics to see if the urban legend is true that lefties die earlier than righties.
most recent commit a year ago
Statistical Rethinking Solutions ⭐ 26
Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.
most recent commit 4 years ago
Flowtorch ⭐ 25
Separating Normalizing Flows code from Pyro and improving API
most recent commit a year ago
Scikit Stan ⭐ 24
A high-level Bayesian analysis API written in Python
most recent commit 5 months ago
Calm ⭐ 24
Conditional Associative Logic Memory
most recent commit 5 years ago
Models ⭐ 24
Forecasting 🇫🇷 elections with Bayesian statistics 🥳
most recent commit 3 months ago
Mvgam ⭐ 24
Bayesian Generalised Additive Models for discrete time series
most recent commit 16 hours ago
Rhat_ess ⭐ 22
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
most recent commit 8 months ago
Bayesian_workshop ⭐ 21
Material for a Bayesian statistics workshop
most recent commit 2 years ago
Turing Workshop ⭐ 21
Workshop of Bayesian Statistics using Julia and Turing
most recent commit a year ago
Pscl ⭐ 20
Political Science Computational Laboratory
dependent packages 54total releases 37most recent commit 2 years ago
Posteriorplots.jl ⭐ 20
Graphical tools for Bayesian inference and posterior predictive checks.
most recent commit 9 months ago
Supernnova ⭐ 20
Open Source Photometric classification https://supernnova.readthedocs.io
most recent commit a month ago
Uravu ⭐ 19
A straightforward Bayesian data fitting library
most recent commit 6 months ago
Bbai ⭐ 18
Set model hyperparameters using deterministic, exact algorithms.
most recent commit 4 months ago
Bayesian Testing ⭐ 18
Bayesian A/B testing
total releases 7most recent commit 3 months ago
Blangsdk ⭐ 18
Blang's software development kit
most recent commit 2 days ago
Decision_analysis_course ⭐ 18
🎓 Uni-Bonn Decision Analysis graduate course, lectures and materials
most recent commit 4 days ago
Abby ⭐ 17
Minimal A/B Testing Library in PHP
total releases 3most recent commit 2 years ago
Naro_toukei ⭐ 17
農研機構統計研修「ベイズ統計モデリングとMCMC」
most recent commit 4 years ago
Mcmcdiagnostics.jl ⭐ 17
Markov Chain Monte Carlo convergence diagnostics in Julia
most recent commit 2 years ago
Rethinking2 ⭐ 16
most recent commit 2 years ago
Workshops ⭐ 16
Description of workshops and handouts
most recent commit 6 years ago
Madr_rstanarm ⭐ 15
Slides and materials for my talk to the Madison R Users Group (September 21st, 2016)
most recent commit 6 years ago
Bayes_workshop ⭐ 14
most recent commit 7 years ago
Estatistica Bayesiana ⭐ 14
Disciplina de Estatística Bayesiana da UNINOVE
most recent commit 2 months ago
Cprior ⭐ 14
Fast Bayesian A/B and Multivariate testing.
most recent commit 9 months ago
Bayesian Intro ⭐ 13
Introduction to Bayesian statistics
most recent commit 7 months ago
Probabilistic_programming ⭐ 13
most recent commit a year ago
Thunderbayesr ⭐ 13
An R Package for Bayesian Nonparametric Clustering
most recent commit 5 days ago
Tutorials ⭐ 13
Underlying code for the online stats training website.
most recent commit 9 months ago
Luminescence ⭐ 12
Development of the R package 'Luminescence'
most recent commit a month ago
Bayes_infotheory ⭐ 12
Lectures on Bayesian statistics and information theory
most recent commit 10 months ago
Bayesian Data Analysis ⭐ 12
Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.
most recent commit 3 years ago
Bayesian_simd_examples ⭐ 12
Supplementary Material to accompany the paper, DJ Warne, SA Sisson, C Drovandi (2019) Acceleration of expensive computations in Bayesian statistics using vector operations.
most recent commit 2 years ago
Rater ⭐ 12
R package to fit statistical models to repeated categorical rating data using Stan
most recent commit a year ago
Scr Stan ⭐ 11
Spatial capture-recapture models in Stan
most recent commit 2 years ago
Targets Stan ⭐ 11
An example project to validate a Stan model in a targets pipeline
most recent commit a year ago
Bpl ⭐ 11
Bayesian models of football leagues
most recent commit a year ago
Ml Notes ⭐ 11
Machine learning
most recent commit 4 years ago
Trilearn ⭐ 11
Bayesian structure learning and classification in decomposable graphical models.
total releases 28most recent commit 2 months ago
1-100 of 292 projects
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 72
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 342
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 116
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,060,849)
Python  (808,237)
Java  (388,770)
Php  (286,112)
Typescript  (247,064)
C Plus Plus  (239,040)
Ruby  (221,847)
C  (182,165)
Shell  (171,385)
C Sharp  (164,315)
Golang  (158,443)
Swift  (65,269)
R  (57,993)
Rust  (57,713)
Objective C  (57,185)
Dart  (52,750)
Kotlin  (46,539)
Lua  (33,954)
Matlab  (31,189)
Perl  (30,541)
Language  (30,056)
Scala  (28,676)
Haskell  (20,380)
Clojure  (19,146)
Powershell  (19,044)
Bash  (18,688)
Coffeescript  (17,289)
Elixir  (16,660)
Assembly  (14,698)
Processing  (13,307)
Julia  (12,765)
Basic  (10,736)
Flow  (10,548)
Emacs Lisp  (10,420)
Erlang  (9,063)
Groovy  (8,449)
Scheme  (8,439)
Solidity  (7,998)
Ocaml  (6,712)
Pascal  (6,443)
Hack  (6,397)
Lisp  (6,343)
Fortran  (5,547)
Elm  (5,484)
Common Lisp  (5,302)
Dlang  (4,745)
Shell Script  (4,656)
Python Library  (4,458)
Crystal  (4,387)
Scripting  (4,208)
Top Projects
Freecodecamp ⭐ 348,433
996.icu ⭐ 262,763
Free Programming Books ⭐ 238,208
Coding Interview University ⭐ 223,024
Awesome ⭐ 206,565
Developer Roadmap ⭐ 199,094
Public Apis ⭐ 198,920
Vue ⭐ 197,406
React ⭐ 190,794
System Design Primer ⭐ 184,236
Tensorflow ⭐ 166,164
Bootstrap ⭐ 158,303
You Dont Know Js ⭐ 153,649
Cs Notes ⭐ 151,618
Ohmyzsh ⭐ 147,075
Build Your Own X ⭐ 146,712
Javascript Algorithms ⭐ 144,783
Flutter ⭐ 142,356
Python ⭐ 139,465
Gitignore ⭐ 134,790
Linux ⭐ 134,105
Vscode ⭐ 133,588
Awesome Python ⭐ 132,320
Javascript ⭐ 124,360
Javaguide ⭐ 124,154
Python 100 Days ⭐ 120,315
Computer Science ⭐ 118,096
Youtube Dl ⭐ 111,218
Fucking Algorithm ⭐ 107,431
The Art Of Command Line ⭐ 106,741
React Native ⭐ 103,597
Electron ⭐ 102,371
D3 ⭐ 101,796
Go ⭐ 101,252
30 Seconds Of Code ⭐ 96,728
Create React App ⭐ 95,778
Axios ⭐ 94,331
Free Programming Books Zh_cn ⭐ 93,999
Awesome Selfhosted ⭐ 93,372
Kubernetes ⭐ 89,861
Next.js ⭐ 89,059
Node ⭐ 88,550
Terminal ⭐ 83,818
Deno ⭐ 83,639
Awesome Go ⭐ 83,320
Three.js ⭐ 83,317
Angular ⭐ 82,456
Typescript ⭐ 81,954
Ant Design ⭐ 80,934
Material Ui ⭐ 79,467
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2022 Awesome Open Source.  All rights reserved.