Dependency Packages
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TensorCast.jl137It slices, it dices, it splices!
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Fermi.jl135Fermi quantum chemistry program
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ConformalPrediction.jl135Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.
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ControlSystemIdentification.jl132System Identification toolbox, compatible with ControlSystems.jl
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SciMLBase.jl130The Base interface of the SciML ecosystem
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Circuitscape.jl128Algorithms from circuit theory to predict connectivity in heterogeneous landscapes
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NBodySimulator.jl128A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics
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TaylorIntegration.jl127ODE integration using Taylor's method, and more, in Julia
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MPSKit.jl127A Julia package dedicated to simulating quantum many-body systems using Matrix Product States (MPS)
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NetworkDynamics.jl123Julia package for simulating Dynamics on Networks
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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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ImplicitDifferentiation.jl122Automatic differentiation of implicit functions
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EconPDEs.jl121Solve non-linear HJB equations.
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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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MultilayerGraphs.jl118A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
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ProbNumDiffEq.jl118Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
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ODEFilters.jl118Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
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AlgebraicMultigrid.jl117Algebraic Multigrid in 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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LowLevelParticleFilters.jl114State estimation, smoothing and parameter estimation using Kalman and particle filters.
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InferOpt.jl113Combinatorial optimization layers for machine learning pipelines
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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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MRIsim.jl111Koma is a Pulseq-compatible framework to efficiently simulate Magnetic Resonance Imaging (MRI) acquisitions. The main focus of this package is to simulate general scenarios that could arise in pulse sequence development.
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Nonconvex.jl111Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
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Nerf.jl108-
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Avalon.jl106Starter kit for legendary models
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ODE.jl106Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). Deprecated: Use DifferentialEquations.jl instead.
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ProbabilisticCircuits.jl105Probabilistic Circuits from the Juice library
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PowerDynamics.jl104Package for dynamical modeling of power grids
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ContactImplicitMPC.jl102Fast contact-implicit model predictive control for robotic systems that make and break contact with their environments.
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Flux3D.jl1013D computer vision library in Julia
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Tapir.jl98-
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ViscousFlow.jl97A framework for simulating viscous incompressible flows about arbitrary body shapes.
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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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SummationByPartsOperators.jl94A Julia library of summation-by-parts (SBP) operators used in finite difference, Fourier pseudospectral, continuous Galerkin, and discontinuous Galerkin methods to get provably stable semidiscretizations, paying special attention to boundary conditions.
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DiffEqCallbacks.jl94A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers
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ModelingToolkitDesigner.jl94A helper tool for visualizing and editing a ModelingToolkit.jl system connections
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