Ecosyste.ms: Packages
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juliahub.com : Distributions
A Julia package for probability distributions and associated functions.
Registry
-
Source
- Documentation
- JSON
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
Makie 0.21.0 💰
Interactive data visualizations and plotting in Julia85 versions - Latest release: 3 months ago - 102 dependent packages - 2,284 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
Gadfly 1.4.0
Crafty statistical graphics for Julia.12 versions - Latest release: 11 months ago - 37 dependent packages - 113 dependent repositories - 1,893 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
MLJ 0.20.3
A Julia machine learning framework80 versions - Latest release: 2 months ago - 26 dependent packages - 1,726 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
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
AlphaZero 0.5.4
A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.6 versions - Latest release: over 1 year ago - 1,212 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
NeuralNetDiffEq 1.6.0 💰
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientifi...11 versions - Latest release: over 1 year ago - 906 stars on GitHub
TensorFlow 0.11.0
A Julia wrapper for TensorFlow3 versions - Latest release: over 5 years ago - 1 dependent repositories - 878 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
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
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
DiffEqTutorials 0.7.0 💰
Tutorials for doing scientific machine learning (SciML) and high-performance differential equatio...8 versions - Latest release: over 1 year ago - 706 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
POMDPs 0.9.6
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially...16 versions - Latest release: 7 months ago - 51 dependent packages - 23 dependent repositories - 633 stars on GitHub
POMDPTools 0.1.6
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially...7 versions - Latest release: 7 months ago - 42 dependent packages - 1 dependent repositories - 614 stars on GitHub
GLM 1.9.0
Generalized linear models in Julia32 versions - Latest release: 8 months ago - 83 dependent packages - 60 dependent repositories - 574 stars on GitHub
ReinforcementLearningFarm 0.0.2 💰
A reinforcement learning package for Julia2 versions - Latest release: 28 days ago - 1 dependent package - 567 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
ReinforcementLearningCore 0.15.3 💰
A reinforcement learning package for Julia64 versions - Latest release: 2 days ago - 9 dependent packages - 539 stars on GitHub
ReinforcementLearningBase 0.13.1 💰
A reinforcement learning package for Julia40 versions - Latest release: 2 days ago - 15 dependent packages - 20 dependent repositories - 539 stars on GitHub
ReinforcementLearningExperiments 0.4.0 💰
A reinforcement learning package for Julia13 versions - Latest release: 2 months ago - 539 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
QuantEcon 0.16.6 💰
Julia implementation of QuantEcon routines9 versions - Latest release: 4 months ago - 6 dependent packages - 23 dependent repositories - 486 stars on GitHub
ClimateMachine 0.1.0
Climate Machine: an Earth System Model that automatically learns from data1 version - Latest release: almost 4 years ago - 442 stars on GitHub
StatPlots 0.9.2 💰
Statistical plotting recipes for Plots.jl6 versions - Latest release: over 5 years ago - 1 dependent package - 1 dependent repositories - 416 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
BlackBoxOptim 0.6.3
Black-box optimization for Julia6 versions - Latest release: 5 months ago - 22 dependent packages - 14 dependent repositories - 413 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
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
DataDrivenLux 0.1.1 💰
Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machin...2 versions - Latest release: over 4 years ago - 397 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
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
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
Molly 0.21.0
Molecular simulation in Julia35 versions - Latest release: 6 days ago - 1 dependent package - 361 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
OpticSim 0.6.0
Optical Simulation software13 versions - Latest release: about 2 years ago - 1 dependent package - 348 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
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
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
GaussianProcesses 0.12.5
A Julia package for Gaussian Processes12 versions - Latest release: over 1 year ago - 12 dependent packages - 2 dependent repositories - 303 stars on GitHub
SurrogatesMOE 0.1.4 💰
Surrogate modeling and optimization for scientific machine learning (SciML)5 versions - Latest release: 4 months ago - 300 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
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
LsqFit 0.15.0
Simple curve fitting in Julia16 versions - Latest release: 7 months ago - 59 dependent packages - 23 dependent repositories - 288 stars on GitHub
HypothesisTests 0.11.0
Hypothesis tests for Julia20 versions - Latest release: 12 months ago - 60 dependent packages - 26 dependent repositories - 285 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
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
Mamba 0.12.5
Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia6 versions - Latest release: over 3 years ago - 3 dependent packages - 6 dependent repositories - 254 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
MCMCChain 0.2.3
Types and utility functions for summarizing Markov chain Monte Carlo simulations6 versions - Latest release: over 1 year ago - 3 dependent repositories - 253 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
InfiniteOpt 0.5.9
An intuitive modeling interface for infinite-dimensional optimization problems.21 versions - Latest release: 8 days ago - 227 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
BayesNets 3.4.1
Bayesian Networks for Julia14 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 214 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
RxInfer 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
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
Integrals 4.4.1 💰
A common interface for quadrature and numerical integration for the SciML scientific machine lear...20 versions - Latest release: 3 months ago - 11 dependent packages - 202 stars on GitHub
Quadrature 2.1.0 💰
A common interface for quadrature and numerical integration for the SciML scientific machine lear...18 versions - Latest release: over 1 year ago - 7 dependent packages - 202 stars on GitHub
Reinforce 0.4.0
Abstractions, algorithms, and utilities for reinforcement learning in Julia3 versions - Latest release: over 3 years ago - 1 dependent package - 1 dependent repositories - 201 stars on GitHub
ReservoirComputing 0.10.2 💰
Reservoir computing utilities for scientific machine learning (SciML)24 versions - Latest release: 3 months ago - 200 stars on GitHub
Hyperopt 0.5.6
Hyperparameter optimization in Julia.27 versions - Latest release: over 1 year ago - 2 dependent packages - 198 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
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
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
CausalInference 0.15.1
Causal inference, graphical models and structure learning in Julia29 versions - Latest release: 3 months ago - 1 dependent package - 180 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
TopOpt 0.9.1
A package for binary and continuous, single and multi-material, truss and continuum, 2D and 3D to...21 versions - Latest release: about 1 month ago - 1 dependent package - 174 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
StochasticAD 0.1.21 removed
Research package for automatic differentiation of programs containing discrete randomness.22 versions - Latest release: 7 months ago - 171 stars on GitHub
KernelDensity 0.6.9
Kernel density estimators for Julia12 versions - Latest release: 17 days ago - 58 dependent packages - 48 dependent repositories - 165 stars on GitHub
SeaPearl 0.4.5
Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.10 versions - Latest release: 10 months ago - 2 dependent packages - 165 stars on GitHub
TuringModels 2.0.2
Implementations of the models from the Statistical Rethinking book with Turing.jl17 versions - Latest release: about 3 years ago - 161 stars on GitHub
Omega 0.1.1
Causal, Higher-Order, Probabilistic Programming2 versions - Latest release: almost 5 years ago - 160 stars on GitHub
Yota 0.8.5
Reverse-mode automatic differentiation in Julia28 versions - Latest release: 10 months ago - 2 dependent packages - 158 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
BloqadeQMC 0.1.1
Package for the quantum computation and quantum simulation based on the neutral-atom architecture.2 versions - Latest release: about 1 year ago - 151 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
PhyloNetworks 0.16.3
A Julia package for statistical inference, data manipulation and visualization of phylogenetic ne...18 versions - Latest release: 6 months ago - 7 dependent packages - 146 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
Lasso 0.7.1
Lasso/Elastic Net linear and generalized linear models16 versions - Latest release: 9 months ago - 6 dependent packages - 1 dependent repositories - 141 stars on GitHub
StatsKit 0.3.1
Convenience meta-package to load essential packages for statistics2 versions - Latest release: about 3 years ago - 1 dependent package - 137 stars on GitHub
QuantLib 0.1.1
Quantlib implementation in pure Julia2 versions - Latest release: over 1 year ago - 135 stars on GitHub
AugmentedGaussianProcesses 0.11.5
Gaussian Process package based on data augmentation, sparsity and natural gradients34 versions - Latest release: almost 2 years ago - 133 stars on GitHub
RegressionTables 0.7.5
Journal-style regression tables27 versions - Latest release: 13 days ago - 130 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
LatticeQCD 1.0.7
A native Julia code for lattice QCD with dynamical fermions in 4 dimension.11 versions - Latest release: 7 months ago - 125 stars on GitHub
GameTheory 0.3.1 💰
Algorithms and data structures for game theory in Julia8 versions - Latest release: 12 months ago - 120 stars on GitHub
PairPlots 2.7.2
Beautiful and flexible vizualizations of high dimensional data33 versions - Latest release: about 1 month ago - 120 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
TSAnalysis 0.1.4
A Julia implementation of basic tools for time series analysis compatible with incomplete data.5 versions - Latest release: over 1 year ago - 117 stars on GitHub
MessyTimeSeries 0.2.6
A Julia implementation of basic tools for time series analysis compatible with incomplete data.7 versions - Latest release: over 1 year ago - 2 dependent packages - 117 stars on GitHub
PolyChaos 0.2.11 💰
A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with poly...16 versions - Latest release: about 1 year ago - 3 dependent packages - 112 stars on GitHub
ODEFilters 0.1.0
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing1 version - Latest release: over 1 year ago - 109 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 - 109 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
Bootstrap 2.4.0
Statistical bootstrapping library for Julia10 versions - Latest release: 6 months ago - 9 dependent packages - 12 dependent repositories - 107 stars on GitHub