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1. SciML/DifferentialEquations.jl SciML/DifferentialEquations.jl Public

   Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equat…

   Julia 3.1k 249

2. SciML/ModelingToolkit.jl SciML/ModelingToolkit.jl Public

   An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning a…

   Julia 1.6k 256

3. SciML/OrdinaryDiffEq.jl SciML/OrdinaryDiffEq.jl Public

   High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learni…

   Julia 663 266

4. SciML/BoundaryValueDiffEq.jl SciML/BoundaryValueDiffEq.jl Public

   Boundary value problem (BVP) solvers for scientific machine learning (SciML)

   Julia 57 41

5. TuringLang/AdvancedHMC.jl TuringLang/AdvancedHMC.jl Public

   Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms

   Jupyter Notebook 342 53

6. SciFracX/FractionalDiffEq.jl SciFracX/FractionalDiffEq.jl Public

   Solve Fractional Differential Equations using high performance numerical methods

   Julia 84 11