Optimization Methods Python Packages

unopy

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

28K 494 47

laddu-cpu

Amplitude analysis made short and sweet

23K 6 0

pygmo

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

19K 533 70

cvxportfolio

Portfolio optimization and back-testing.

14K 1K 288

ganesh-rs

A Rust optimization library

7K 16 1

optalg

Python package with optimization algorithms, wrappers and tools.

5K 10 4

benchopt

A framework for reproducible, comparable benchmarks

4K 326 73

laddu-mpi

Amplitude analysis made short and sweet

3K 6 0

mutax

🎯 SciPy-like differential evolution optimization in JAX

2K 8 0

trustregion

Python trust-region subproblem solvers for nonlinear optimization

1K 30 3

decopt

In compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately accounted for e.g. by means of reducing the precision of compressed information.

884 3 0

pyaugmecon

An AUGMECON based multi-objective optimization solver for Pyomo.

669 30 9

qmm

Python Quadratic Majorization-Minimization (MM) optimization algorithms of half-quadratic criteria. Inverses problems, image restoration, denoising, ...

516 18 4

l4casadi

Integrate PyTorch Model in CasADi graphs.

462 578 48

zoofs

zoofs is a Python library for performing feature selection using an variety of nature inspired wrapper algorithms..

430 253 47

desoptpy

DESign OPTimization in PYthon

400 4 1

optymus

Optimization methods for science and engineering.

370 6 1

qqa

Quasi-Quantum Annealing (QQA): a general-purpose GPU solver for combinatorial and spin-glass optimization, with PI-GNN/CPRA and a parallel SA baseline.

350 22 1