Julia high-performance-computing

Open-source Julia projects categorized as high-performance-computing
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Topics: Julia Sciml scientific-machine-learning differential-equations automatic-differentiation
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Top 3 Julia high-performance-computing Projects

  • Surrogates.jl

    Surrogate modeling and optimization for scientific machine learning (SciML)

  • NonlinearSolve.jl

    High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

  • WorkOS

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  • MethodOfLines.jl

    Automatic Finite Difference PDE solving with Julia SciML

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source high-performance-computing projects in Julia? This list will help you:

Project Stars
1 Surrogates.jl 313
2 NonlinearSolve.jl 204
3 MethodOfLines.jl 148

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