Dependency Packages
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GameTheory.jl123Algorithms and data structures for game theory in Julia
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Kinetic.jl122Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.
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TSAnalysis.jl121A Julia implementation of basic tools for time series analysis compatible with incomplete data.
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DiffEqBayes.jl121Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
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ODEFilters.jl118Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
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ClimateTools.jl116Climate science package for Julia
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SymbolicNumericIntegration.jl116SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals
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Causal.jl115Causal.jl - A modeling and simulation framework adopting causal modeling approach.
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ModelingToolkitStandardLibrary.jl112A standard library of components to model the world and beyond
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FunctionalModels.jl112Equation-based modeling and simulations in Julia
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ArviZ.jl106Exploratory analysis of Bayesian models with Julia
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PowerDynamics.jl104Package for dynamical modeling of power grids
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MagNav.jl101MagNav: airborne Magnetic anomaly Navigation
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YAXArrays.jl100Yet Another XArray-like Julia package
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ReactiveMP.jl99High-performance reactive message-passing based Bayesian inference engine
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FundamentalsNumericalComputation.jl97Core functions for the Julia (2nd) edition of the text Fundamentals of Numerical Computation, by Driscoll and Braun.
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MacroModelling.jl95Macros and functions to work with DSGE models.
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ModelingToolkitDesigner.jl94A helper tool for visualizing and editing a ModelingToolkit.jl system connections
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TensorNetworkAD.jl91Algorithms that combine tensor network methods with automatic differentiation
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BayesianOptimization.jl91Bayesian optimization for Julia
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ARCHModels.jl90A Julia package for estimating ARMA-GARCH models.
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Dynare.jl86A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.
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CalibrateEmulateSample.jl84Stochastic Optimization, Learning, Uncertainty and Sampling
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FMI.jl84FMI.jl is a free-to-use software library for the Julia programming language which integrates FMI (fmi-standard.org): load or create, parameterize, differentiate and simulate FMUs seamlessly inside the Julia programming language!
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Miletus.jl83Writing financial contracts in Julia
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JuLIP.jl83Julia Library for Interatomic Potentials
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OrbitalTrajectories.jl83OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.
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MLJLinearModels.jl81Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)
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Sunny.jl80Spin dynamics and generalization to SU(N) coherent states
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EnsembleKalmanProcesses.jl80Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
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EasyModelAnalysis.jl79High level functions for analyzing the output of simulations
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SemanticModels.jl77A julia package for representing and manipulating model semantics
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ParameterizedFunctions.jl77A simple domain-specific language (DSL) for defining differential equations for use in scientific machine learning (SciML) and other applications
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Pathfinder.jl75Preheat your MCMC
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Tilde.jl75WIP successor to Soss.jl
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Modia3D.jl74Modeling and Simulation of 3D systems
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Survival.jl73Survival analysis in Julia
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MultiScaleArrays.jl73A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
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IncrementalInference.jl72Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
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ReactionMechanismSimulator.jl72The amazing Reaction Mechanism Simulator for simulating large chemical kinetic mechanisms
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