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Search results for julia probabilistic programming
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probabilistic-programming
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28 search results found
Turing.jl
⭐
1,925
Bayesian inference with probabilistic programming.
Gen.jl
⭐
1,758
A general-purpose probabilistic programming system with programmable inference
Soss.jl
⭐
401
Probabilistic programming via source rewriting
Measuretheory.jl
⭐
377
"Distributions" that might not add to one.
Stheno.jl
⭐
327
Probabilistic Programming with Gaussian processes in Julia
Bayesian Statistics
⭐
310
This repository holds slides and code for a full Bayesian statistics graduate course.
Turingtutorials
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222
Educational material and tutorials for the Turing language
Abstractgps.jl
⭐
200
Abstract types and methods for Gaussian Processes.
Pclean
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167
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
Dynamicppl.jl
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136
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
Forneylab.jl
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134
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
Diffeqbayes.jl
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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
Reactivemp.jl
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85
High-performance reactive message-passing based Bayesian inference engine
Zigzagboomerang.jl
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83
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection
Pathfinder.jl
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72
Preheat your MCMC
Tilde.jl
⭐
69
WIP successor to Soss.jl
Mitosis.jl
⭐
31
Automatic probabilistic programming for scientific machine learning and dynamical models
Underwateracoustics.jl
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29
Julia toolbox for underwater acoustic modeling
Mcmctempering.jl
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27
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities
Abstractppl.jl
⭐
24
Common types and interfaces for probabilistic programming
Kerneldensityestimate.jl
⭐
23
Kernel Density Estimate with product approximation using multiscale Gibbs sampling
Genify.jl
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22
Automatically convert Julia methods to Gen functions.
Stochy.jl
⭐
15
Probabilistic Programming in Julia
Genparticlefilters.jl
⭐
14
Building blocks for simple and advanced particle filtering in Gen.
Ssps
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14
Sparse Signaling Pathway Sampling: MCMC for signaling pathway inference
Colab Notebooks
⭐
9
Colab notebooks exploring different Machine Learning topics.
Genviz
⭐
7
A visualization library for probabilistic programming in Gen.
Turing2montecarlomeasurements.jl
⭐
5
Interface between Turing.jl and MonteCarloMeasurements.jl
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1-28 of 28 search results
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