PyRank

Optimization Tools Python Packages

Python packages with the GitHub topic optimization-tools. Sorted by relevance, with stars and monthly downloads.
coin-or
mip

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

371K 595 107
ljvmiranda921
pyswarms

A research toolkit for particle swarm optimization in Python

89K 1K 340
audunarn
anystructure

ANYstructure is the ultimate steel structure design tool for plate fields and cylinders. Weight optimization for all structures with machine learning capabilities. Calculations are based on DNV standards and rules.

7K 59 17
jfowkes
pycutest

Python interface to CUTEst

4K 39 12
sambo-optimization
sambo

🎯 📈 Sequential and Model-Based Optimization in Python, featuring SCE-UA, SMBO, and SHGO algorithms. SOTA perfomance; 0 deps.

3K 31 0
ttinoco
optalg

Python package with optimization algorithms, wrappers and tools.

3K 10 4
dynamicslab
python-sensors

PySensors is a Python package for sparse sensor placement

2K 114 26
arjendeetman
mmapy

Python implementation of the Method of Moving Asymptotes (MMA)

2K 118 28
fdabrandao
pympl

Mathematical Programming Toolbox for AMPL/GMPL

1K 14 3
lindonroberts
trustregion

Python trust-region subproblem solvers for nonlinear optimization

995 30 3
optiprofiler
optiprofiler

Benchmarking optimization solvers.

894 15 4
GMPavanLab
swarm-cg

Swarm-CG: Automatic Parametrization of Bonded Terms in MARTINI-based Coarse-Grained Models of Simple to Complex Molecules via Fuzzy Self-Tuning Particle Swarm Optimization

702 48 13
jaswinder9051998
zoofs

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

618 254 47
justinhchae
pd-helper

A helpful package to streamline Pandas DataFrame optimization.

342 6 0
OptiComp
opticomp

Easily compare/benchmark optimizers on a custom or common objective.

311 2 0
centralelyon
pipeoptz

A Python library for building, visualizing, and optimizing processing pipelines

246 4 0
dmitryanchikov
mcp-optimizer

Mathematical Optimization MCP Server with PuLP and OR-Tools support

243 4 0
SammanSarkar
porcupy

Crested Porcupine Optimizer (CPO) with GPU acceleration for optimization problems

141 5 2
coin-or
python-mip26

Python tools for Modeling and Solving Mixed-Integer Linear Programs (MIPs)

110 595 107
mike-gimelfarb
bboptpy

Powerful and scalable black-box optimization algorithms for Python and C++.

104 9 1
hamzaijaz-dev
drf-queryset

The DRF Queryset Mixin is a utility for optimizing database queries in Django REST Framework (DRF) viewsets.

85 1 0
ljvmiranda921
clpso

A research toolkit for particle swarm optimization in Python

54 1K 340