Dependency Packages
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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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RobustAndOptimalControl.jl55Robust and optimal design and analysis of linear control systems
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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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DynamicalSystemsBase.jl54Definition of dynamical systems and integrators for DynamicalSystems.jl
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PowerModelsACDC.jl53A hybrid AC/DC OPF package based on PowerModels.jl
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HarmonicBalance.jl53A Julia package for solving nonlinear differential equations using the harmonic balance method.
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LeastSquaresOptim.jl53Dense and Sparse Least Squares Optimization
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POMCPOW.jl52Online solver based on Monte Carlo tree search for POMDPs with continuous state, action, and observation spaces.
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CMBLensing.jl52The automatically differentiable and GPU-compatible toolkit for CMB analysis.
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EasyML.jl51A foolproof way of doing ML with GUI elements.
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GlobalSensitivity.jl51Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
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TORA.jl51Trajectory Optimization for Robot Arms
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PorousMaterials.jl50Julia package towards classical molecular modeling of nanoporous materials
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SymbolicControlSystems.jl49C-code generation and an interface between ControlSystems.jl and SymPy.jl
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DeepEquilibriumNetworks.jl49Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
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MinimallyDisruptiveCurves.jl49Finds relationships between the parameters of a mathematical model
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Neuroimaging.jl48Neuroimaging in Julia
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DiffEqPhysics.jl48A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)
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OSMMakie.jl47A Makie.jl recipe for plotting OpenStreetMap data.
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LightOSM.jl47A Julia package for downloading and analysing geospatial data from OpenStreetMap APIs.
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CompEcon.jl47Julia versions of the CompEcon routines by Miranda and Fackler.
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PopGen.jl46Population Genetics in Julia
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DifferentiableStateSpaceModels.jl46-
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StructuralEquationModels.jl46A fast and flexible Structural Equation Modelling Framework
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SpectralDistances.jl46Measure the distance between two spectra/signals using optimal transport and related metrics
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GeometricIntegrators.jl46Geometric Numerical Integration in Julia
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DiffEqDevTools.jl46Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)
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ClimaTimeSteppers.jl46A CPU- and GPU-friendly package for solving ordinary differential equations
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Unfold.jl46Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia
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Forecast.jl46Julia package containing utilities intended for Time Series analysis.
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Jaynes.jl45E.T. Jaynes home phone.
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QuDiffEq.jl45Quantum Algorithms for solving differential equations
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MomentClosure.jl44Tools to generate and study moment equations for any chemical reaction network using various moment closure approximations
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PlutoPlotly.jl44-
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ImageFeatures.jl44Image feature detection for the Julia language
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JobSchedulers.jl44A Julia-based job scheduler and workload manager inspired by Slurm, PBS and Crontab.
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ClosedLoopReachability.jl44Reachability analysis for closed-loop control systems in Julia
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OpticSim.jl44-
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RadiativeTransfer.jl43A full end-to-end modular software suite for radiative transfer and related atmospheric analysis
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