Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
juliahub.com "bayesian-inference" keyword
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
PosteriorStats 0.2.2 💰
Statistical analyses for Bayesian workflows8 versions - Latest release: about 2 months ago - 1 dependent package - 4 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
Pigeons 0.4.1
Distributed and parallel sampling from intractable distributions14 versions - Latest release: 2 months ago - 71 stars on GitHub
MCMCTesting 0.3.3
Hypothesis Tests for Validating MCMC Kernels7 versions - Latest release: 5 months ago - 4 stars on GitHub
NestedSamplers 0.8.3
Implementations of single and multi-ellipsoid nested sampling20 versions - Latest release: 11 months ago - 1 dependent package - 37 stars on GitHub
GaussianVariationalInference 0.2.3
Approximate variational inference in Julia4 versions - Latest release: 9 months ago - 3 stars on GitHub
TuringGLM 2.9.0
Bayesian Generalized Linear models using `@formula` syntax.14 versions - Latest release: 4 months ago - 61 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
MatrixProductBP 0.5.0
Matrix Product Belief Propagation5 versions - Latest release: 12 days ago - 3 stars on GitHub
SMC 0.1.15
Sequential Monte Carlo algorithm for approximation of posterior distributions.14 versions - Latest release: almost 3 years ago - 1 dependent package - 66 stars on GitHub
HiQGA 0.4.4
High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion...23 versions - Latest release: 12 days ago - 1 dependent package - 33 stars on GitHub
PDSampler 0.1.1
Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)1 version - Latest release: over 5 years ago - 33 stars on GitHub
InvertibleNetworks 2.2.7
A Julia framework for invertible neural networks18 versions - Latest release: about 1 month ago - 142 stars on GitHub
BAT 2.0.5 removed
A Bayesian Analysis Toolkit in Julia16 versions - Latest release: over 2 years ago - 1 dependent package - 193 stars on GitHub
MGVI 0.3.1
Metric Gaussian Variational Inference9 versions - Latest release: 5 months ago - 7 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 5.2% on juliahub.com
85 versions - Latest release: 10 days ago - 19 dependent packages - 1 dependent repositories - 183 stars on GitHub
Bijectors 0.13.11
Implementation of normalising flows and constrained random variable transformations85 versions - Latest release: 10 days ago - 19 dependent packages - 1 dependent repositories - 183 stars on GitHub
MarkovKernels 0.2.0
Marginal distributions and Markov kernels that play nice with each other for the purpose of Bayes...4 versions - Latest release: about 1 month ago - 16 stars on GitHub
Top 8.4% on juliahub.com
19 versions - Latest release: over 2 years ago - 1 dependent package - 842 stars on GitHub
DSGE 1.3.0
Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)19 versions - Latest release: over 2 years ago - 1 dependent package - 842 stars on GitHub
Dynare 0.9.11
A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.40 versions - Latest release: 13 days ago - 80 stars on GitHub
Thermochron 0.7.0
Open-source time-Temperature inversion of thermochronometric data16 versions - Latest release: 15 days ago - 6 stars on GitHub
LogDensityProblems 2.1.1
A common framework for implementing and using log densities for inference.36 versions - Latest release: about 1 year ago - 28 dependent packages - 38 stars on GitHub
HierarchicalGaussianFiltering 0.4.0
The Julia implementation of the generalised hierarchical Gaussian filter9 versions - Latest release: 5 months ago - 13 stars on GitHub
TemporalGPs 0.6.8
Fast inference for Gaussian processes in problems involving time. Partly built on results from ht...38 versions - Latest release: 3 months ago - 3 dependent packages - 104 stars on GitHub
Top 7.0% on juliahub.com
34 versions - Latest release: 5 months ago - 10 dependent packages - 237 stars on GitHub
DynamicHMC 3.4.7
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.34 versions - Latest release: 5 months ago - 10 dependent packages - 237 stars on GitHub
MCMCDiagnostics 0.4.0
Markov Chain Monte Carlo convergence diagnostics in Julia2 versions - Latest release: over 1 year ago - 6 dependent packages - 1 dependent repositories - 21 stars on GitHub
DiscretePOMP 0.1.1
Bayesian inference for Discrete state-space Partially Observed Markov Processes in Julia. See the...1 version - Latest release: about 3 years ago - 3 stars on GitHub
BarkerMCMC 0.1.1
gradient based MCMC sampler2 versions - Latest release: about 2 years ago - 4 stars on GitHub
KissABC 3.0.1
Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesia...10 versions - Latest release: over 3 years ago - 29 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
BayesFlux 0.2.3
Bayesian addition to Flux.jl3 versions - Latest release: 5 months ago - 5 stars on GitHub
NetworkHawkesProcesses 0.1.0
Network Hawkes processes in Julia.1 version - Latest release: about 1 year ago - 3 stars on GitHub
BayesianQuadrature 0.2.2
Is there anything we can't make Bayesian?4 versions - Latest release: about 2 years ago - 13 stars on GitHub
FeedbackParticleFilters 0.3.0
A Julia package that provides (feedback) particle filters for nonlinear stochastic filtering and ...3 versions - Latest release: about 2 years ago - 12 stars on GitHub
BayesianLinearRegressors 0.3.8
Bayesian Linear Regression in Julia13 versions - Latest release: over 1 year ago - 1 dependent package - 29 stars on GitHub
Top 8.6% on juliahub.com
40 versions - Latest release: 4 months ago - 21 dependent packages - 64 stars on GitHub
TransformVariables 0.8.10
Transformations to contrained variables from ℝⁿ.40 versions - Latest release: 4 months ago - 21 dependent packages - 64 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
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
AutoGP 0.1.1
Automated Bayesian model discovery for time series data2 versions - Latest release: 11 months ago - 37 stars on GitHub
ABCdeZ 0.4.0
Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence ...4 versions - Latest release: 11 months ago - 8 stars on GitHub
SubspaceInference 0.1.0
Subspace Inference package for uncertainty analysis in deep neural networks and neural ordinary d...1 version - Latest release: almost 3 years ago - 5 stars on GitHub
HawkesProcesses 0.1.4
MCMC Inference for a Hawkes process in Julia5 versions - Latest release: about 1 year ago - 22 stars on GitHub
CausalGPSLC 1.0.1
Causal Inference using Gaussian Processes with Structured Latent Confounders. Estimate treatment ...2 versions - Latest release: over 1 year ago - 5 stars on GitHub
DynamicHMCExamples 0.2.2
Examples for Bayesian inference using DynamicHMC.jl and related packages.1 version - Latest release: 5 months ago - 37 stars on GitHub
PosteriorPlots 0.2.2
Graphical tools for Bayesian inference and posterior predictive checks.4 versions - Latest release: over 2 years ago - 19 stars on GitHub
Top 8.7% on juliahub.com
9 versions - Latest release: about 3 years ago - 3 dependent packages - 3 dependent repositories - 111 stars on GitHub
Bridge 0.11.6
A statistical toolbox for diffusion processes and stochastic differential equations. Named after ...9 versions - Latest release: about 3 years ago - 3 dependent packages - 3 dependent repositories - 111 stars on GitHub
RankedChoices 0.1.1
Analyzing ranked/ordinal preference data.2 versions - Latest release: over 1 year ago - 3 stars on GitHub
ApproximateVI 0.1.9
Approximate variational inference in Julia10 versions - Latest release: over 1 year ago - 3 stars on GitHub
AlgebraicInference 0.17.6
Bayesian inference on wiring diagrams.43 versions - Latest release: 6 months ago - 17 stars on GitHub
AltDistributions 0.3.1
Implementations for some distributions using a consistent API and AD-friendly code.6 versions - Latest release: over 1 year ago - 5 stars on GitHub
DPMMSubClusters 0.1.13
Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning...14 versions - Latest release: over 1 year ago - 33 stars on GitHub
LowLevelParticleFilters 3.6.0 removed
State estimation, smoothing and parameter estimation using Kalman and particle filters.47 versions - Latest release: 7 months ago - 2 dependent packages - 108 stars on GitHub
Related Keywords
julia
25
julia-language
15
machine-learning
14
bayesian-statistics
12
mcmc
12
probabilistic-programming
11
bayesian
7
bayesian-methods
5
statistics
4
variational-inference
4
inference
3
bayesian-data-analysis
3
particle-filter
3
sequential-monte-carlo
3
posterior-distributions
3
gaussian-processes
3
probabilistic-graphical-models
3
sde
2
time-series
2
economics
2
probabilistic-inference
2
bouncy-particle-sampler
2
markov-chain-monte-carlo
2
metaprogramming
2
parameter-estimation
2
monte-carlo-methods
2
dynamical-systems
2
julialang
2
message-passing
2
approximate-bayesian-computation
2
statistical-inference
2
gaussian
2
turing
2
hmc
2
parallel-tempering
2
hamiltonian-monte-carlo
2
stochastic-differential-equations
2
mpi
1
controls
1
mlj
1
data-science
1
structure-learning
1
gaussian-process
1
forecasting
1
control-systems
1
icml
1
times-series
1
estimation
1
model-selection
1
likelihood-free
1
marginal-likelihood
1
model-evidence
1
posterior-probability
1
conditional-probability
1
feedback
1
assimilation
1
stochastic-processes
1
prediction-error-method
1
numerical-algorithms
1
diffusions
1
feedback-particle-filters
1
regression
1
julia-package
1
variational-bayes
1
data-assimilation
1
virtual-sensors
1
zigzag
1
pdmp
1
boomerang
1
soss
1
applied-category-theory
1
probability-distributions
1
extended-kalman-filter
1
hyper-computing
1
mixture-model
1
state-estimation-algorithms
1
dirichlet-process
1
dirichlet-process-mixtures
1
multinomial
1
hpml
1
ccgrid
1
distributed-computing
1
parallel-computing
1
unscented-kalman-filter
1
distributed
1
virtual-sensing
1
kalman-filter
1
system-identification
1
subspace-inferences
1
neuralode
1
deep-neural-networks
1
hawkes-process
1
causal-inference
1
gen
1
vasicek
1
diffusion-processes
1
state-estimation
1
state-estimation-filters
1
diffusion
1
simulating-diffusion-bridges
1