Optimization Methods Python Packages

laddu-cpu

Amplitude analysis made short and sweet

unopy

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

ganesh-rs

A Rust optimization library

pygmo

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

cvxportfolio

Portfolio optimization and back-testing.

benchopt

A framework for reproducible, comparable benchmarks

optalg

Python package with optimization algorithms, wrappers and tools.

laddu-mpi

Amplitude analysis made short and sweet

pyaugmecon

An AUGMECON based multi-objective optimization solver for Pyomo.

mutax

🎯 SciPy-like differential evolution optimization in JAX

trustregion

Python trust-region subproblem solvers for nonlinear optimization

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.

zoofs

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

qmm

Quadratic Majorize-Minimize Python toolbox

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.

desoptpy

DESign OPTimization in PYthon

simplestsimulatedannealing

Flexible implementation of Simulated Annealing algorithm for function minimization

ttopt

Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.

rbfopt-go

Find better configuration of your Go service with derivative-free optimization algorithms

l4casadi

Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.

optymus

Optimization methods in Python

cdn-fmri

Causal Dynamic Network Modeling

nodeweightedbudget

This package (non-exactly) maximizes the total prize with a budget constraint for an undirected node-weighted rooted graph loosely inspired by Bateni 2018 algorithm from DOI:10.1137/15M102695X

pyportfolioanalysis

Portfolio Analysis, methods for portfolio optimization