Skip to content

Add OptimizationSciPy wrapper package #917

@ChrisRackauckas

Description

@ChrisRackauckas

Add a wrapper that calls https://docs.scipy.org/doc/scipy/reference/optimize.html under the hood as a sublibrary. OptimizationNLopt is probably the best example of such a wrapper library code to start from https://github.com/SciML/Optimization.jl/blob/v4.3.0/lib/OptimizationNLopt/src/OptimizationNLopt.jl. The pieces that are likely the most useful are the global optimizers, but it would be good to expose all of the solvers as new algorithms.

https://github.com/jonathanBieler/BlackBoxOptimizationBenchmarking.jl/blob/v0.1.0/scripts/optimizers_interface.jl#L71-L87

This old piece of code from BlackBoxOptimizationBenchmarking.jl is decent starter code, though this should be setup to use the more modern https://github.com/JuliaPy/PythonCall.jl as the way to wrap the Python calls.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions