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The Top 34 Bayesian Statistics Open Source Projects
Categories
>
Mathematics
>
Bayesian Statistics
Deep Learning Drizzle
⭐
8,958
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Bayesian Modelling In Python
⭐
2,262
A python tutorial on bayesian modeling techniques (PyMC3)
Stan
⭐
1,987
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
⭐
1,362
Gaussian processes in TensorFlow
Turing.jl
⭐
1,093
Bayesian inference with probabilistic programming.
Covid19model
⭐
902
Code for modelling estimated deaths and cases for COVID19.
Resources
⭐
885
PyMC3 educational resources
Thinkbayes2
⭐
840
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
Rstan
⭐
748
RStan, the R interface to Stan
Pytorch Bayesiancnn
⭐
741
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Pingouin
⭐
614
Statistical package in Python based on Pandas
Prml
⭐
521
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
Bayesian Analysis Recipes
⭐
460
A collection of Bayesian data analysis recipes using PyMC3
Bayesian Stats Modelling Tutorial
⭐
450
How to do Bayesian statistical modelling using numpy and PyMC3
Stats Maths With Python
⭐
352
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Hakaru
⭐
284
A probabilistic programming language
Rstanarm
⭐
280
rstanarm R package for Bayesian applied regression modeling
Soss.jl
⭐
217
Probabilistic programming via source rewriting
Rethinking Numpyro
⭐
202
Statistical Rethinking (2nd ed.) with NumPyro
Shinystan
⭐
171
shinystan R package and ShinyStan GUI
Dynamichmc.jl
⭐
162
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
Ebisu
⭐
160
Public-domain Python library for quiz scheduling using Bayesian statistics. (Also available as JavaScript and Java ports!)
Rethinking Tensorflow Probability
⭐
144
Statistical Rethinking (2nd Ed) with Tensorflow Probability
Rethinking Pyro
⭐
113
Statistical Rethinking with PyTorch and Pyro
Bcpd
⭐
110
Bayesian coherent point drift (BCPD/BCPD++) for Windows 10
Probflow
⭐
82
A Python package for building Bayesian models with TensorFlow or PyTorch
Paramonte
⭐
77
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
Bat.jl
⭐
68
A Bayesian Analysis Toolkit in Julia
Hoff Bayesian Statistics
⭐
50
R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
Blavaan
⭐
47
An R package for Bayesian structural equation modeling
Autoppl
⭐
31
C++ template library for probabilistic programming
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
Bayesflare
⭐
6
A python module to detect stellar flares using Bayesian model comparison
1-34 of 34 projects
Advertising
📦 10
All Projects
Application Programming Interfaces
📦 124
Applications
📦 192
Artificial Intelligence
📦 78
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📦 73
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📦 113
Cloud Computing
📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210
