Ecosyste.ms: Packages
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juliahub.com : Distributions
A Julia package for probability distributions and associated functions.
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- Documentation
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purl: pkg:julia/Distributions
Keywords: data-science, julia, statistics, probability-distributions
License: MIT
Latest release: 27 days ago
First release: almost 6 years ago
Dependent packages: 966
Dependent repositories: 1,137
Stars: 1,073 on GitHub
Forks: 404 on GitHub
Total Commits: 1564
Committers: 227
Average commits per author: 6.89
Development Distribution Score (DDS): 0.705
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Last synced: 10 days ago
DiffEqBase 6.149.2 💰
The lightweight Base library for shared types and functionality for defining differential equatio...480 versions - Latest release: 9 days ago - 143 dependent packages - 65 dependent repositories - 295 stars on GitHub
ModelingToolkit 9.13.0 💰
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) ...339 versions - Latest release: 7 days ago - 90 dependent packages - 14 dependent repositories - 1,366 stars on GitHub
Manifolds 0.9.18
Manifolds.jl provides a library of manifolds aiming for an easy-to-use and fast implementation.188 versions - Latest release: 9 days ago - 12 dependent packages - 354 stars on GitHub
GeoStatsBase 0.43.9
Base package for the GeoStats.jl framework176 versions - Latest release: about 1 month ago - 25 dependent packages - 1 dependent repositories - 27 stars on GitHub
MLJBase 1.3.0
Core functionality for the MLJ machine learning framework172 versions - Latest release: 11 days ago - 35 dependent packages - 1 dependent repositories - 157 stars on GitHub
DiffEqSensitivity 6.79.0 💰
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine lear...166 versions - Latest release: over 1 year ago - 13 dependent packages - 2 dependent repositories - 306 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
GeoStats 0.56.0 💰
An extensible framework for geospatial data science and geostatistical modeling fully written in ...155 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 488 stars on GitHub
Symbolics 5.28.0
Symbolic programming for the next generation of numerical software141 versions - Latest release: about 1 month ago - 101 dependent packages - 1,291 stars on GitHub
StanSample 7.8.0
WIP: Wrapper package for the sample method in Stan's cmdstan executable.139 versions - Latest release: 3 months ago - 9 dependent packages - 18 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
NMFk 1.3.7
Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised an...135 versions - Latest release: 3 days ago - 5 dependent packages - 6 dependent repositories - 10 stars on GitHub
IncrementalInference 0.35.3
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.130 versions - Latest release: 4 months ago - 4 dependent packages - 4 dependent repositories - 72 stars on GitHub
AbstractPlotting 0.18.3 💰
An abstract interface for plotting libraries, part of the Makie ecosystem.127 versions - Latest release: over 1 year ago - 39 dependent packages - 10 dependent repositories - 86 stars on GitHub
RestrictedBoltzmannMachines 3.4.0
Train and sample Restricted Boltzmann machines in Julia122 versions - Latest release: about 2 months ago - 8 dependent packages - 14 stars on GitHub
MLJModels 0.16.17
Home of the MLJ model registry and tools for model queries and mode code loading117 versions - Latest release: about 1 month ago - 8 dependent packages - 77 stars on GitHub
Mads 1.5.20
MADS: Model Analysis & Decision Support116 versions - Latest release: 28 days ago - 6 dependent packages - 4 dependent repositories - 101 stars on GitHub
DiffEqFlux 3.4.0 💰
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, ...110 versions - Latest release: about 2 months ago - 14 dependent packages - 841 stars on GitHub
Agents 6.0.12
Agent-based modeling framework in Julia105 versions - Latest release: 8 days ago - 7 dependent packages - 692 stars on GitHub
Stan 10.7.1
Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.103 versions - Latest release: 19 days ago - 209 stars on GitHub
DistributedFactorGraphs 0.23.8
Abstraction layer for spanning factor graphs over various technologies102 versions - Latest release: about 1 month ago - 6 dependent packages - 22 stars on GitHub
StatisticalRethinking 4.8.1
Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.101 versions - Latest release: 3 months ago - 1 dependent package - 3 dependent repositories - 383 stars on GitHub
GeoTables 1.20.1
Geospatial tables compatible with the GeoStats.jl framework100 versions - Latest release: 27 days ago - 18 dependent packages - 18 stars on GitHub
ChaosTools 3.1.2
Tools for the exploration of chaos and nonlinear dynamics98 versions - Latest release: 7 months ago - 4 dependent packages - 5 dependent repositories - 185 stars on GitHub
AIBECS 0.13.2
The ideal tool for exploring global marine biogeochemical cycles.98 versions - Latest release: over 1 year ago - 36 stars on GitHub
TableTransforms 1.31.0
Transforms and pipelines with tabular data in Julia95 versions - Latest release: about 1 month ago - 10 dependent packages - 100 stars on GitHub
MonteCarloMeasurements 1.1.6
Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represen...91 versions - Latest release: 8 months ago - 31 dependent packages - 255 stars on GitHub
MixedModels 4.24.0
A Julia package for fitting (statistical) mixed-effects models87 versions - Latest release: 1 day ago - 14 dependent packages - 1 dependent repositories - 386 stars on GitHub
Bijectors 0.13.11
Implementation of normalising flows and constrained random variable transformations85 versions - Latest release: 28 days ago - 21 dependent packages - 1 dependent repositories - 183 stars on GitHub
Makie 0.21.0 💰
Interactive data visualizations and plotting in Julia85 versions - Latest release: 3 months ago - 102 dependent packages - 2,285 stars on GitHub
DiffEqNoiseProcess 5.21.0 💰
A library of noise processes for stochastic systems like stochastic differential equations (SDEs)...85 versions - Latest release: 2 months ago - 11 dependent packages - 2 dependent repositories - 61 stars on GitHub
MCMCChains 5.3.1 removed
Types and utility functions for summarizing Markov chain Monte Carlo simulations80 versions - Latest release: almost 2 years ago - 41 dependent packages - 6 dependent repositories - 253 stars on GitHub
MLJ 0.20.3
A Julia machine learning framework80 versions - Latest release: 2 months ago - 26 dependent packages - 1,726 stars on GitHub
DistributionsAD 0.6.55
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff80 versions - Latest release: 15 days ago - 27 dependent packages - 147 stars on GitHub
SciMLSensitivity 7.57.0 💰
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine lear...79 versions - Latest release: 3 days ago - 12 dependent packages - 306 stars on GitHub
DelayEmbeddings 2.7.4
Delay coordinates embeddings and optimizing them75 versions - Latest release: 7 months ago - 16 dependent packages - 22 dependent repositories - 26 stars on GitHub
EvoTrees 0.16.7
Boosted trees in Julia74 versions - Latest release: about 2 months ago - 1 dependent package - 173 stars on GitHub
KitBase 0.9.22
Lightweight module of physical formulations in Kinetic.jl71 versions - Latest release: about 1 month ago - 4 dependent packages - 8 stars on GitHub
ACTRModels 0.13.0
A Julia Package for the ACT-R Cognitive Architecture71 versions - Latest release: 4 months ago - 2 dependent packages - 7 stars on GitHub
RoME 0.24.3
Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.70 versions - Latest release: about 1 month ago - 3 dependent packages - 4 dependent repositories - 64 stars on GitHub
KrigingEstimators 0.12.1
Kriging estimators for the GeoStats.jl framework70 versions - Latest release: 9 months ago - 6 dependent packages - 1 dependent repositories - 16 stars on GitHub
RegressionAndOtherStories 0.17.0
Data and functions to support Julia projects based on the book "Regression and Other Stories" by ...70 versions - Latest release: 3 months ago - 21 stars on GitHub
ActuaryUtilities 5.0.0
Common functions in actuarial and financial routines67 versions - Latest release: about 7 hours ago - 1 dependent package - 37 stars on GitHub
TurbulenceConvection 1.3.5
A turbulence-convection single column model cloud parameterization.67 versions - Latest release: 5 months ago - 1 dependent package - 27 stars on GitHub
ArviZ 0.10.5 💰
Exploratory analysis of Bayesian models with Julia67 versions - Latest release: 2 months ago - 1 dependent package - 100 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
NeuralPDE 5.16.0 💰
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientifi...64 versions - Latest release: about 1 month ago - 3 dependent packages - 909 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
ReinforcementLearningCore 0.15.3 💰
A reinforcement learning package for Julia64 versions - Latest release: 3 days ago - 9 dependent packages - 539 stars on GitHub
Schistoxpkg 1.2.19
Package to perform individual based modelling of schistosomiasis63 versions - Latest release: over 1 year ago - 1 stars on GitHub
ApproxManifoldProducts 0.8.4
Approximate the product between infinite functional objects on a manifold -- i.e. belief products60 versions - Latest release: 4 months ago - 4 dependent packages - 12 stars on GitHub
CausalityTools 2.10.1
Algorithms for detecting associations, dynamical influences and causal inference from data.59 versions - Latest release: 8 months ago - 129 stars on GitHub
LinRegOutliers 0.11.3
Direct and robust methods for outlier detection in linear regression59 versions - Latest release: 3 months ago - 41 stars on GitHub
FixedEffectModels 1.11.0
Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables57 versions - Latest release: 5 months ago - 13 dependent packages - 1 dependent repositories - 219 stars on GitHub
Metida 0.15.0
Julia package for fitting mixed-effects models with flexible random/repeated covariance structure.55 versions - Latest release: 4 months ago - 3 dependent packages - 24 stars on GitHub
InformationGeometry 1.14.5
Methods for computational information geometry55 versions - Latest release: 6 months ago - 37 stars on GitHub
StochasticGene 1.2.5
Julia module to fit and analyze stochastic gene transcription models55 versions - Latest release: 8 days ago - 7 stars on GitHub
StratiGraphics 0.8.1
Stratrigraphy simulation solver for the GeoStats.jl framework54 versions - Latest release: 3 months ago - 17 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
Pathfinder 0.8.3
Preheat your MCMC52 versions - Latest release: 3 months ago - 1 dependent package - 74 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
PointPatterns 0.7.0
Point patterns for the GeoStats.jl framework52 versions - Latest release: 9 months ago - 1 dependent package - 5 stars on GitHub
JWAS 1.2.1
Julia for Whole-genome Analysis Software51 versions - Latest release: 10 months ago - 1 dependent package - 5 dependent repositories - 86 stars on GitHub
ValueShapes 0.11.1
Duality of view between named variables and flat vectors in Julia51 versions - Latest release: 5 months ago - 7 dependent packages - 12 stars on GitHub
MLJTuning 0.8.5
Hyperparameter optimization algorithms for use in the MLJ machine learning framework51 versions - Latest release: 10 days ago - 4 dependent packages - 66 stars on GitHub
PEtab 2.14.1
Create parameter estimation problems for ODE models50 versions - Latest release: 20 days ago - 18 stars on GitHub
Cropbox 0.3.48
🌾 declarative crop modeling framework49 versions - Latest release: 24 days ago - 4 dependent packages - 18 stars on GitHub
StatsPlots 0.15.7 💰
Statistical plotting recipes for Plots.jl49 versions - Latest release: 3 months ago - 68 dependent packages - 3 dependent repositories - 415 stars on GitHub
CoDa 1.4.0
Compositional data analysis in Julia49 versions - Latest release: 6 months ago - 3 dependent packages - 59 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
Soss 0.21.2 💰
Probabilistic programming via source rewriting48 versions - Latest release: almost 2 years ago - 3 dependent packages - 410 stars on GitHub
LowLevelParticleFilters 3.6.0 removed
State estimation, smoothing and parameter estimation using Kalman and particle filters.47 versions - Latest release: 8 months ago - 2 dependent packages - 108 stars on GitHub
RobustAndOptimalControl 0.4.31
Robust and optimal design and analysis of linear control systems46 versions - Latest release: 5 months ago - 1 dependent package - 50 stars on GitHub
InventoryManagement 0.6.2
A discrete-time simulation environment for Inventory Management in Supply Networks.46 versions - Latest release: over 1 year ago - 17 stars on GitHub
DataDrivenDiffEq 1.4.1 💰
Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machin...46 versions - Latest release: 9 days ago - 6 dependent packages - 397 stars on GitHub
SequentialSamplingModels 0.10.0
A unified interface for simulating and evaluating sequential sampling models in Julia.46 versions - Latest release: 5 days ago - 3 dependent packages - 19 stars on GitHub
BaytesFilters 0.3.6
A library to perform particle filtering for one parameter in a `ModelWrapper` struct.45 versions - Latest release: 7 months ago - 4 dependent packages - 0 stars on GitHub
GeoStatsSolvers 0.7.16
Built-in solvers for the GeoStats.jl framework44 versions - Latest release: 5 months ago - 1 dependent package - 7 stars on GitHub
ScientificTypes 3.0.2
An API for dispatching on the "scientific" type of data instead of the machine type44 versions - Latest release: over 1 year ago - 30 dependent packages - 92 stars on GitHub
Mimi 1.5.3
Integrated Assessment Modeling Framework44 versions - Latest release: about 1 month ago - 11 dependent packages - 5 dependent repositories - 64 stars on GitHub
OnlineStats 1.6.3 💰
âš¡ Single-pass algorithms for statistics44 versions - Latest release: 10 months ago - 30 dependent packages - 13 dependent repositories - 816 stars on GitHub
Caesar 0.16.3
Robust robotic localization and mapping, together with NavAbility(TM). Reach out to info@wherewh...44 versions - Latest release: 3 months ago - 1 dependent package - 5 dependent repositories - 179 stars on GitHub
WildBootTests 0.9.12
43 versions - Latest release: 5 months ago - 13 stars on GitHubRxInfer 3.2.0
Julia package for automated Bayesian inference on a factor graph with reactive message passing43 versions - Latest release: 3 days ago - 208 stars on GitHub
AlgebraicInference 0.17.6
Bayesian inference on wiring diagrams.43 versions - Latest release: 7 months ago - 17 stars on GitHub
StatsModels 0.7.3
Specifying, fitting, and evaluating statistical models in Julia42 versions - Latest release: 8 months ago - 83 dependent packages - 6 dependent repositories - 245 stars on GitHub
SolidStateDetectors 0.9.7
Solid state detector field and charge drift simulation in Julia42 versions - Latest release: about 2 months ago - 69 stars on GitHub
ModelWrappers 0.5.6
ModelWrappers.jl is a utility package that makes it easier to work with Model parameters stated a...42 versions - Latest release: 6 months ago - 9 dependent packages - 12 stars on GitHub
ClimaAtmos 0.24.0
ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the ...41 versions - Latest release: 2 days ago - 1 dependent package - 58 stars on GitHub
Attractors 1.17.0
Find attractors of dynamical systems, their basins, and continue them across parameters. Study gl...41 versions - Latest release: 12 days ago - 1 dependent package - 21 stars on GitHub
ReinforcementLearningZoo 0.9.0 💰
A reinforcement learning package for Julia41 versions - Latest release: about 3 years ago - 3 dependent packages - 539 stars on GitHub
Surrogates 6.9.0 💰
Surrogate modeling and optimization for scientific machine learning (SciML)40 versions - Latest release: 5 months ago - 8 dependent packages - 300 stars on GitHub
DiffEqParamEstim 2.2.0 💰
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions40 versions - Latest release: 3 months ago - 1 dependent package - 2 dependent repositories - 60 stars on GitHub
PhysiologyAnalysis 0.6.20
Julia package for opening and analyzing electrophysiological data40 versions - Latest release: 7 days ago - 3 stars on GitHub
Dynare 0.9.11
A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.40 versions - Latest release: about 1 month ago - 80 stars on GitHub
NTFk 1.2.2
Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised an...40 versions - Latest release: about 2 months ago - 4 dependent packages - 3 dependent repositories - 5 stars on GitHub
ReinforcementLearningBase 0.13.1 💰
A reinforcement learning package for Julia40 versions - Latest release: 3 days ago - 15 dependent packages - 20 dependent repositories - 539 stars on GitHub
VIDA 0.12.0
EHT Image domain analysis through template matching.40 versions - Latest release: 1 day ago - 12 stars on GitHub
StateSpaceModels 0.6.7
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.39 versions - Latest release: 9 months ago - 263 stars on GitHub
TMLE 0.16.1
A pure Julia implementation of the Targeted Minimum Loss-based Estimation39 versions - Latest release: 8 days ago - 5 stars on GitHub