DiffEqGPU.jlGPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem
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Mutual labels: ode, dde, differential-equations, sde, dae, scientific-machine-learning, sciml
DiffEqCallbacks.jlA library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers
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Mutual labels: ode, dde, differential-equations, sde, dae, scientific-machine-learning, sciml
sciml.aiThe SciML Scientific Machine Learning Software Organization Website
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Differentialequations.jlMulti-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
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Mutual labels: ode, dde, differential-equations, sde, dae, scientific-machine-learning, sciml
SciMLBenchmarks.jlBenchmarks for scientific machine learning (SciML) software and differential equation solvers
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diffeqrSolving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
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MultiScaleArrays.jlA framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
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DiffEqSensitivity.jlA component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.
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Mutual labels: ode, dde, sde, dae, scientific-machine-learning, sciml
DiffEqParamEstim.jlEasy scientific machine learning (SciML) parameter estimation with pre-built loss functions
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Sundials.jlJulia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner
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Mutual labels: ode, differential-equations, dae, scientific-machine-learning, sciml
GlobalSensitivity.jlRobust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
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DiffEqPhysics.jlA library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)
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CellMLToolkit.jlCellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.
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DiffEqUncertainty.jlFast uncertainty quantification for scientific machine learning (SciML) and differential equations
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Kinetic.jlUniversal modeling and simulation of fluid dynamics upon machine learning
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SciPyDiffEq.jlWrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization
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SBMLToolkit.jlSBML differential equation and chemical reaction model (Gillespie simulations) for Julia's SciML ModelingToolkit
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dae-cppA simple but powerful C++ DAE (Differential Algebraic Equation) solver
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DiffEqOnlineServerBackend for DiffEqOnline, a webapp for scientific machine learning (SciML)
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