Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Julia Bayesian Open Source Projects

Open source projects categorized as Julia Bayesian
Gen.jl ⭐ 1,758
A general-purpose probabilistic programming system with programmable inference
most recent commit 3 months ago
Bayesian Statistics ⭐ 310
This repository holds slides and code for a full Bayesian statistics graduate course.
most recent commit 3 months ago
Dynamichmc.jl ⭐ 235
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
most recent commit 5 months ago
Mamba.jl ⭐ 228
Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia
most recent commit 4 years ago
Bat.jl ⭐ 185
A Bayesian Analysis Toolkit in Julia
most recent commit 3 months ago
Miscellaneous R Code ⭐ 140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
most recent commit 3 years ago
Forneylab.jl ⭐ 134
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
most recent commit a year ago
Diffeqbayes.jl ⭐ 119
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
most recent commit 3 months ago
Baysor ⭐ 113
Bayesian Segmentation of Spatial Transcriptomics Data
most recent commit 3 months ago
Arviz.jl ⭐ 96
Exploratory analysis of Bayesian models with Julia
most recent commit 3 months ago
Bayesianoptimization.jl ⭐ 84
Bayesian optimization for Julia
most recent commit 8 months ago
Advancedvi.jl ⭐ 55
Implementation of variational Bayes inference algorithms
most recent commit 4 months ago
Cmblensing.jl ⭐ 50
The automatically differentiable and GPU-compatible toolkit for CMB analysis.
most recent commit 4 months ago
Gpabc.jl ⭐ 49
most recent commit a year ago
Approxbayes.jl ⭐ 44
Approximate Bayesian Computation (ABC) algorithms for likelihood free inference in julia
most recent commit 2 years ago
Dynamichmcexamples.jl ⭐ 37
Examples for Bayesian inference using DynamicHMC.jl and related packages.
most recent commit 5 months ago
Logdensityproblems.jl ⭐ 34
A common framework for implementing and using log densities for inference.
most recent commit a year 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 2 years ago
Museinference.jl ⭐ 28
Fast approximate high-dimensional hierarchical Bayesian inference
most recent commit 4 months ago
Embracinguncertainty ⭐ 24
Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
most recent commit 2 years ago
Kerneldensityestimate.jl ⭐ 23
Kernel Density Estimate with product approximation using multiscale Gibbs sampling
most recent commit 3 months ago
Bayesiannonparametrics.jl ⭐ 23
BayesianNonparametrics in julia
most recent commit 6 years ago
Mcmcdiagnostics.jl ⭐ 22
Markov Chain Monte Carlo convergence diagnostics in Julia
most recent commit 2 years ago
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

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

Copyright 2018-2024 Awesome Open Source.  All rights reserved.