Dependency Packages
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SpheriCart.jl69Multi-language library for the calculation of spherical harmonics in Cartesian coordinates
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TaylorDiff.jl68Taylor-mode automatic differentiation for higher-order derivatives
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ODINN.jl68Global glacier model using Universal Differential Equations for climate-glacier interactions
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Turkie.jl68Turing + Makie = Turkie
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VectorizationBase.jl67Base library providing vectorization-tools (ie, SIMD) that other libraries are built off of.
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AccurateArithmetic.jl66Calculate with error-free, faithful, and compensated transforms and extended significands.
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AlgebraicDynamics.jl65Building dynamical systems compositionally
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SciMLExpectations.jl65Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
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PETLION.jl65High-performance simulations of the Porous Electrode Theory for Li-ion batteries
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DiffEqUncertainty.jl65Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
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WorldDynamics.jl65An open-source framework written in Julia for global integrated assessment models.
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QuantumOpticsBase.jl64Base functionality library for QuantumOptics.jl
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RoME.jl64Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.
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ModelPredictiveControl.jl63An open source model predictive control package for Julia.
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DiffEqNoiseProcess.jl63A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)
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TaylorModels.jl63Rigorous function approximation using Taylor models in Julia
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StockFlow.jl63-
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SimpleNonlinearSolve.jl63Fast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Falsi, and more rootfinders on a standard interface.
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AtomicGraphNets.jl62Atomic graph models for molecules and crystals in Julia
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JutulDarcy.jl62Darcy flow and reservoir simulator based on Jutul.jl
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CellMLToolkit.jl62CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.
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CALIPSO.jl61Conic Augmented Lagrangian Interior-Point SOlver
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Conductor.jl61Choo-choo
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DiffEqParamEstim.jl61Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
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PencilArrays.jl60Distributed Julia arrays using the MPI protocol
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DelayDiffEq.jl59Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.
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Omniscape.jl58Functions to compute omnidirectional landscape connectivity using circuit theory and the Omniscape algorithm.
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Luna.jl58Nonlinear optical pulse propagator
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ExaPF.jl58A Power Flow Solver for GPUs in Julia
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FluxMPI.jl56Distributed Data Parallel Training of Deep Neural Networks
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RobustAndOptimalControl.jl55Robust and optimal design and analysis of linear control systems
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DifferentiableTrajectoryOptimization.jl55Differentiable trajectory optimization in Julia.
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FMIFlux.jl55FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.
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GpABC.jl54-
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Sophon.jl54Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
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StrideArrays.jl54Library supporting the ArrayInterface.jl strided array interface.
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DynamicalSystemsBase.jl54Definition of dynamical systems and integrators for DynamicalSystems.jl
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HarmonicBalance.jl53A Julia package for solving nonlinear differential equations using the harmonic balance method.
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CMBLensing.jl52The automatically differentiable and GPU-compatible toolkit for CMB analysis.
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ReversePropagation.jl52-
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