Julia local-optimization

Open-source Julia projects categorized as local-optimization
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Topics: HacktoberFest scientific-machine-learning Sciml Julia automatic-differentiation
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Julia local-optimization Projects

  • Optimization.jl

    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 interface.

    • Project mention: SciPy: Interested in adopting PRIMA, but little appetite for more Fortran code | news.ycombinator.com | 2023-05-18

    Interesting response. I develop the Julia SciML organization https://sciml.ai/ and we'd be more than happy to work with you to get wrappers for PRIMA into Optimization.jl's general interface (https://docs.sciml.ai/Optimization/stable/). Please get in touch and we can figure out how to set this all up. I personally would be curious to try this out and do some benchmarks against nlopt methods.

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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).

Julia local-optimization related posts

  • Help me to choose an optimization framework for my problem

    2 projects | /r/Julia | 11 Mar 2023

Index

Project Stars
1 Optimization.jl 663

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