PyRank
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About

Optimization Methods Python Packages

Python packages with the GitHub topic optimization-methods. Sorted by relevance, with stars and monthly downloads.
denehoffman
laddu-cpu

Amplitude analysis made short and sweet

70K 5 0
cvanaret
unopy

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

45K 482 41
denehoffman
ganesh-rs

A Rust optimization library

17K 14 1
esa
pygmo

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

16K 529 68
cvxgrp
cvxportfolio

Portfolio optimization and back-testing.

10K 1K 284
benchopt
benchopt

A framework for reproducible, comparable benchmarks

5K 316 68
ttinoco
optalg

Python package with optimization algorithms, wrappers and tools.

3K 10 4
denehoffman
laddu-mpi

Amplitude analysis made short and sweet

3K 5 0
wouterbles
pyaugmecon

An AUGMECON based multi-objective optimization solver for Pyomo.

1K 31 8
gerlero
mutax

🎯 SciPy-like differential evolution optimization in JAX

974 8 0
lindonroberts
trustregion

Python trust-region subproblem solvers for nonlinear optimization

849 30 3
anishacharya
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.

838 3 0
jaswinder9051998
zoofs

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

626 254 47
forieux
qmm

Quadratic Majorize-Minimize Python toolbox

622 18 4
Yuma-Ichikawa
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.

534 18 1
e-dub
desoptpy

DESign OPTimization in PYthon

490 4 1
PasaOpasen
simplestsimulatedannealing

Flexible implementation of Simulated Annealing algorithm for function minimization

330 3 0
AndreiChertkov
ttopt

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

328 39 3
newcloudtechnologies
rbfopt-go

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

262 2 0
Tim-Salzmann
l4casadi

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

249 574 49
quant-sci
optymus

Optimization methods in Python

244 6 1
xuefeicao
cdn-fmri

Causal Dynamic Network Modeling

227 14 3
ipgmvq
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

224 1 0
anuragagrawaal
pyportfolioanalysis

Portfolio Analysis, methods for portfolio optimization

211 25 4
    • Data from PyPI, GitHub, ClickHouse, and BigQuery