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Continuous Optimization Python Packages

Python packages with the GitHub topic continuous-optimization. Sorted by relevance, with stars and monthly downloads.
cvanaret
unopy

With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization

28K 494 47
Evolutionary-Intelligence
pypop7

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants. In the near future, we will add Learning-Based Optimizers as its extensions. [https://jmlr.org/papers/v25/23-0386.html]

4K 286 41
VicentePerezSoloviev
edaspy

EDAspy is a Python package that implements Estimation of Distribution Algorithms. EDAspy allows toeither use already existing implementations or customize the EDAs baseline easily building it bymodules so new research can be easily developed. It also has several benchmarks for comparisons.

491 42 8
jcrvz
customhys

Customising optimisation metaheuristics via hyper-heuristic search (CUSTOMHyS). This framework provides tools for solving, but not limited to, continuous optimisation problems using a hyper-heuristic approach for customising metaheuristics.

440 25 12
100
solidpy

A comprehensive gradient-free optimization library

80 584 60
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