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The Top 14 Bayesian Inference Julia Language Open Source Projects

Open source projects categorized as Bayesian Inference Julia Language
Categories > Machine Learning > Bayesian Inference
Categories > Julia Language
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
most recent commit 3 months ago
Soss.jl ⭐ 401
Probabilistic programming via source rewriting
most recent commit a year ago
Dynamichmc.jl ⭐ 235
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
most recent commit 5 months ago
Invertiblenetworks.jl ⭐ 131
A Julia framework for invertible neural networks
most recent commit 5 months ago
Temporalgps.jl ⭐ 104
Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html
most recent commit 3 months ago
Tilde.jl ⭐ 69
WIP successor to Soss.jl
most recent commit 2 years ago
Turingglm.jl ⭐ 59
Bayesian Generalized Linear models using `@formula` syntax.
most recent commit 4 months ago
Dynamichmcexamples.jl ⭐ 37
Examples for Bayesian inference using DynamicHMC.jl and related packages.
most recent commit 5 months ago
Hiqga.jl ⭐ 32
High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data
most recent commit 3 months ago
Embracinguncertainty ⭐ 24
Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
most recent commit 2 years ago
Mcmcdiagnostics.jl ⭐ 22
Markov Chain Monte Carlo convergence diagnostics in Julia
most recent commit 2 years ago
Kissabc.jl ⭐ 22
Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation
most recent commit 3 years ago
Turingbnpbenchmarks ⭐ 22
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
most recent commit 3 years ago
Posteriorplots.jl ⭐ 20
Graphical tools for Bayesian inference and posterior predictive checks.
most recent commit 3 years ago
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