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
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
Top 6.8% on juliahub.com
54 versions - Latest release: 11 months ago - 5 dependent packages - 332 stars on GitHub
Stheno 0.8.2
Probabilistic Programming with Gaussian processes in Julia54 versions - Latest release: 11 months ago - 5 dependent packages - 332 stars on GitHub
Top 3.4% on juliahub.com
158 versions - Latest release: 5 days ago - 24 dependent packages - 1,966 stars on GitHub
Turing 0.31.1
Bayesian inference with probabilistic programming.158 versions - Latest release: 5 days ago - 24 dependent packages - 1,966 stars on GitHub
Mitosis 0.3.1
Automatic probabilistic programming for scientific machine learning and dynamical models5 versions - Latest release: 11 days ago - 1 dependent package - 35 stars on GitHub
Top 6.3% on juliahub.com
64 versions - Latest release: about 2 months ago - 21 dependent packages - 208 stars on GitHub
AbstractGPs 0.5.21
Abstract types and methods for Gaussian Processes.64 versions - Latest release: about 2 months ago - 21 dependent packages - 208 stars on GitHub
Top 7.3% on juliahub.com
48 versions - Latest release: almost 2 years ago - 3 dependent packages - 409 stars on GitHub
Soss 0.21.2 💰
Probabilistic programming via source rewriting48 versions - Latest release: almost 2 years ago - 3 dependent packages - 409 stars on GitHub
GenParticleFilters 0.2.3
Building blocks for simple and advanced particle filtering in Gen.13 versions - Latest release: about 1 month ago - 16 stars on GitHub
Top 5.4% on juliahub.com
7 versions - Latest release: 7 months ago - 5 dependent packages - 1,766 stars on GitHub
Gen 0.4.6
A general-purpose probabilistic programming system with programmable inference7 versions - Latest release: 7 months ago - 5 dependent packages - 1,766 stars on GitHub
AbstractPPL 0.8.4
Common types and interfaces for probabilistic programming24 versions - Latest release: 13 days ago - 2 dependent packages - 24 stars on GitHub
Top 8.6% on juliahub.com
129 versions - Latest release: about 2 months ago - 10 dependent packages - 141 stars on GitHub
DynamicPPL 0.24.9
Implementation of domain-specific language (DSL) for dynamic probabilistic programming129 versions - Latest release: about 2 months ago - 10 dependent packages - 141 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: 8 months ago - 2 stars on GitHub
Top 5.9% on juliahub.com
52 versions - Latest release: 8 months ago - 8 dependent packages - 382 stars on GitHub
MeasureTheory 0.19.0 💰
"Distributions" that might not add to one.52 versions - Latest release: 8 months ago - 8 dependent packages - 382 stars on GitHub
KernelDensityEstimate 0.5.13
Kernel Density Estimate with product approximation using multiscale Gibbs sampling19 versions - Latest release: 3 months ago - 6 dependent packages - 4 dependent repositories - 23 stars on GitHub
ReactiveMP 3.14.0
High-performance reactive message-passing based Bayesian inference engine62 versions - Latest release: about 1 month ago - 1 dependent package - 89 stars on GitHub
MCMCTempering 0.3.2
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities6 versions - Latest release: 12 months ago - 28 stars on GitHub
Tilde 0.2.0 💰
WIP successor to Soss.jl4 versions - Latest release: over 1 year ago - 75 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
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
ForneyLab 0.12.0
Julia package for automatically generating Bayesian inference algorithms through message passing ...10 versions - Latest release: almost 2 years ago - 146 stars on GitHub
Related Keywords
bayesian-inference
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julia
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julia-language
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machine-learning
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bayesian-statistics
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statistics
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probabilistic-graphical-models
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bayesian
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julialang
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variational-inference
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metaprogramming
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mcmc
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gaussian-processes
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inference
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multiscale-gibbs-sampling
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gadfly
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probability
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random-sampling
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tracing
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probability-theory
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ppls
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gen
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deep-learning
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neural-ode
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variational-bayes
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message-passing
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multimodality
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turing-language
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mcmc-sampling
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zigzag
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pdmp
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bouncy-particle-sampler
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markov-chain-monte-carlo
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boomerang
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soss
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mlj
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data-science
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factor-graph
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state-space-models
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bayesian-methods
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differential-equations
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scientific-ai
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scientific-ml
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ordinary-differential-equations
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dde
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dae
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scientific-machine-learning
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stochastic-differential-equations
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ode
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sciml
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neural-differential-equations
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sde
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stan
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approximate-inference
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probabilistic-models
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artificial-intelligence
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bayesian-neural-networks
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probabilistic-inference
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hmc
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hamiltonian-monte-carlo
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turing
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graphical-models
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markov-processes
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gps
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julia-library
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particle-filter
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sequential-monte-carlo
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differentiable-programming
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robotics
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computer-vision
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