Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
juliahub.com "probabilistic-programming" keyword
Top 3.4% on juliahub.com
161 versions - Latest release: 9 days ago - 25 dependent packages - 1,977 stars on GitHub
Turing 0.31.4
Bayesian inference with probabilistic programming.161 versions - Latest release: 9 days ago - 25 dependent packages - 1,977 stars on GitHub
Top 5.4% on juliahub.com
7 versions - Latest release: 8 months ago - 6 dependent packages - 1,770 stars on GitHub
Gen 0.4.6
A general-purpose probabilistic programming system with programmable inference7 versions - Latest release: 8 months ago - 6 dependent packages - 1,770 stars on GitHub
Top 7.3% on juliahub.com
48 versions - Latest release: almost 2 years ago - 3 dependent packages - 410 stars on GitHub
Soss 0.21.2 💰
Probabilistic programming via source rewriting48 versions - Latest release: almost 2 years ago - 3 dependent packages - 410 stars on GitHub
Top 5.9% on juliahub.com
52 versions - Latest release: 9 months ago - 8 dependent packages - 382 stars on GitHub
MeasureTheory 0.19.0 💰
"Distributions" that might not add to one.52 versions - Latest release: 9 months ago - 8 dependent packages - 382 stars on GitHub
Top 6.8% on juliahub.com
54 versions - Latest release: 11 months ago - 5 dependent packages - 333 stars on GitHub
Stheno 0.8.2
Probabilistic Programming with Gaussian processes in Julia54 versions - Latest release: 11 months ago - 5 dependent packages - 333 stars on GitHub
Top 6.3% on juliahub.com
64 versions - Latest release: 2 months ago - 23 dependent packages - 208 stars on GitHub
AbstractGPs 0.5.21
Abstract types and methods for Gaussian Processes.64 versions - Latest release: 2 months ago - 23 dependent packages - 208 stars on GitHub
ForneyLab 0.12.0
Julia package for automatically generating Bayesian inference algorithms through message passing ...10 versions - Latest release: about 2 years ago - 147 stars on GitHub
Top 8.6% on juliahub.com
138 versions - Latest release: 4 days ago - 11 dependent packages - 141 stars on GitHub
DynamicPPL 0.26.1
Implementation of domain-specific language (DSL) for dynamic probabilistic programming138 versions - Latest release: 4 days ago - 11 dependent packages - 141 stars on GitHub
DiffEqBayes 3.6.1 💰
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the paramete...49 versions - Latest release: 4 months ago - 1 dependent package - 119 stars on GitHub
ZigZagBoomerang 0.13.1
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov ...25 versions - Latest release: over 1 year ago - 1 dependent package - 95 stars on GitHub
ReactiveMP 4.1.1
High-performance reactive message-passing based Bayesian inference engine65 versions - Latest release: 8 days ago - 1 dependent package - 89 stars on GitHub
Tilde 0.2.0 💰
WIP successor to Soss.jl4 versions - Latest release: almost 2 years ago - 75 stars on GitHub
Pathfinder 0.8.3
Preheat your MCMC52 versions - Latest release: 3 months ago - 1 dependent package - 74 stars on GitHub
Mitosis 0.3.1
Automatic probabilistic programming for scientific machine learning and dynamical models5 versions - Latest release: 28 days ago - 1 dependent package - 35 stars on GitHub
MCMCTempering 0.3.2
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities6 versions - Latest release: about 1 year ago - 28 stars on GitHub
AbstractPPL 0.8.4
Common types and interfaces for probabilistic programming24 versions - Latest release: 30 days ago - 2 dependent packages - 24 stars on GitHub
KernelDensityEstimate 0.5.13
Kernel Density Estimate with product approximation using multiscale Gibbs sampling19 versions - Latest release: 4 months ago - 6 dependent packages - 4 dependent repositories - 23 stars on GitHub
GenParticleFilters 0.2.3
Building blocks for simple and advanced particle filtering in Gen.13 versions - Latest release: about 2 months ago - 16 stars on GitHub
SossMLJ 0.3.0 💰
SossMLJ makes it easy to build MLJ machines from user-defined models from the Soss probabilistic ...3 versions - Latest release: about 3 years ago - 15 stars on GitHub
TracedRandom 0.1.1
Make Julia code probabilistic-programming-ready by allowing calls to `rand` to be annotated with ...2 versions - Latest release: over 1 year ago - 3 stars on GitHub
SimpleProbabilisticPrograms 0.3.0
Simple implementation of probabilistic programs for the Julia programming language3 versions - Latest release: 9 months ago - 2 stars on GitHub
Related Keywords
bayesian-inference
11
julia
6
machine-learning
5
julia-language
5
statistics
3
bayesian-statistics
3
probabilistic-graphical-models
3
inference
2
gaussian-processes
2
mcmc
2
variational-inference
2
bayesian
2
julialang
2
metaprogramming
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boomerang
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message-passing
1
variational-bayes
1
graphical-models
1
bouncy-particle-sampler
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zigzag
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pdmp
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markov-chain-monte-carlo
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stan
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sciml
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sde
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neural-differential-equations
1
probabilistic-models
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markov-processes
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turing-language
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mcmc-sampling
1
multimodality
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ppls
1
gadfly
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multiscale-gibbs-sampling
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particle-filter
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sequential-monte-carlo
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data-science
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soss
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mlj
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random-sampling
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tracing
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artificial-intelligence
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hamiltonian-monte-carlo
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turing
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hmc
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bayesian-neural-networks
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probabilistic-inference
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robotics
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deep-learning
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gen
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differentiable-programming
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computer-vision
1
julia-library
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probability
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approximate-inference
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gps
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bayesian-methods
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factor-graph
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state-space-models
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probability-theory
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neural-ode
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ode
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stochastic-differential-equations
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ordinary-differential-equations
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dde
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scientific-ml
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differential-equations
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scientific-ai
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scientific-machine-learning
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dae
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