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1. SciML/Optimization.jl SciML/Optimization.jl Public

   Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable i…

   Julia 725 84

2. SciML/DiffEqBayes.jl SciML/DiffEqBayes.jl Public

   Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

   Julia 121 29

3. SciML/DiffEqFlux.jl SciML/DiffEqFlux.jl Public

   Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

   Julia 871 156

4. SciML/GlobalSensitivity.jl SciML/GlobalSensitivity.jl Public

   Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

   Julia 52 20