#probabilistic-programming (30 Repositories)
Ranked open-source repositories tagged with #probabilistic-programming, scored by pull request acceptance likelihood and maintainer engagement velocity.
37.3%
15.7h
30 repositories tagged #probabilistic-programming
ReactiveBayes/ReactiveMP.jl
High-performance reactive message-passing based Bayesian inference engine
TuringLang/Turing.jl
Bayesian inference with probabilistic programming.
PyAutoLabs/PyAutoFit
PyAutoFit: Classy Probabilistic Programming
TuringLang/DynamicPPL.jl
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
pyro-ppl/numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Joshuaalbert/jaxns
Probabilistic Programming and Nested sampling in JAX
thomaspinder/GPJax
Gaussian processes in JAX and Equinox.
jbwinters/jacquard-lang
Jacquard is a small programming language designed for a regime in which most code is written by machine-learning models and reviewed by people.
blackjax-devs/blackjax
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
nimble-dev/nimble
The base NIMBLE package for R
ExtensityAI/symbolicai
A neurosymbolic perspective on LLMs
QuantClimate/GPJax
Gaussian processes in JAX and Equinox.
JuliaGaussianProcesses/AbstractGPs.jl
Abstract types and methods for Gaussian Processes.
probcomp/Gen.jl
A general-purpose probabilistic programming system with programmable inference
pyro-ppl/pyro
Deep universal probabilistic programming with Python and PyTorch
blei-lab/edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dotnet/mbmlbook
Sample code for the Model-Based Machine Learning book.
kach/memo
A probabilistic programming language for metacognitive modeling
ctongfei/nexus
Experimental tensor-typed deep learning
cscherrer/Soss.jl
Probabilistic programming via source rewriting
mschauer/ZigZagBoomerang.jl
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection
CosmicMind/Algorithm
Algorithm is a library of tools that is used to create intelligent applications.
hakaru-dev/hakaru
A probabilistic programming language
biaslab/ForneyLab.jl
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
probcomp/PClean
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
probcomp/bayeslite
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
JuliaGaussianProcesses/Stheno.jl
Probabilistic Programming with Gaussian processes in Julia
JuliaMath/MeasureTheory.jl
"Distributions" that might not add to one.
tylertreat/BoomFilters
Probabilistic data structures for processing continuous, unbounded streams.
probmods/probmods2
probmods 2: electric boogaloo