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The Top 35 Bayesian Statistics Open Source Projects
Categories
>
Mathematics
>
Bayesian Statistics
Deep Learning Drizzle
⭐
9,208
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Bayesian Modelling In Python
⭐
2,285
A python tutorial on bayesian modeling techniques (PyMC3)
Stan
⭐
2,037
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
⭐
1,420
Gaussian processes in TensorFlow
Turing.jl
⭐
1,181
Bayesian inference with probabilistic programming.
Resources
⭐
956
PyMC3 educational resources
Thinkbayes2
⭐
942
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
Covid19model
⭐
915
Code for modelling estimated deaths and cases for COVID19.
Pytorch Bayesiancnn
⭐
803
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Rstan
⭐
764
RStan, the R interface to Stan
Pingouin
⭐
683
Statistical package in Python based on Pandas
Prml
⭐
575
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
Bayesian Stats Modelling Tutorial
⭐
486
How to do Bayesian statistical modelling using numpy and PyMC3
Bayesian Analysis Recipes
⭐
481
A collection of Bayesian data analysis recipes using PyMC3
Stats Maths With Python
⭐
397
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Rstanarm
⭐
288
rstanarm R package for Bayesian applied regression modeling
Hakaru
⭐
287
A probabilistic programming language
Soss.jl
⭐
254
Probabilistic programming via source rewriting
Rethinking Numpyro
⭐
229
Statistical Rethinking (2nd ed.) with NumPyro
Ebisu
⭐
188
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
Shinystan
⭐
172
shinystan R package and ShinyStan GUI
Dynamichmc.jl
⭐
172
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
Rethinking Tensorflow Probability
⭐
157
Statistical Rethinking (2nd Ed) with Tensorflow Probability
Statsexpressions
⭐
156
Expressions and dataframes with statistical details 📉 📜🔣✅
Bcpd
⭐
121
Bayesian Coherent Point Drift (BCPD/BCPD++); Source Code Available
Rethinking Pyro
⭐
118
Statistical Rethinking with PyTorch and Pyro
Probflow
⭐
97
A Python package for building Bayesian models with TensorFlow or PyTorch
Paramonte
⭐
92
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
Bat.jl
⭐
83
A Bayesian Analysis Toolkit in Julia
Blavaan
⭐
54
An R package for Bayesian structural equation modeling
Hoff Bayesian Statistics
⭐
52
R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
Autoppl
⭐
34
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
1-35 of 35 projects
Advertising
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Applications
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📦 113
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📦 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
