PyPI Stats

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

384K 594 106
ljvmiranda921
pyswarms

A research toolkit for particle swarm optimization in Python

96K 1K 339
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 58 17
jfowkes
pycutest

Python interface to CUTEst

4K 39 12
ttinoco
optalg

Python package with optimization algorithms, wrappers and tools.

3K 10 4
sambo-optimization
sambo

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

3K 31 0
dynamicslab
python-sensors

Sparse Sensor Placement

2K 112 25
arjendeetman
mmapy

Python implementation of the Method of Moving Asymptotes (MMA)

1K 117 27
fdabrandao
pympl

Mathematical Programming Toolbox for AMPL/GMPL

1K 14 3
lindonroberts
trustregion

Python trust-region subproblem solvers for nonlinear optimization

1K 30 3
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

886 48 13
centralelyon
pipeoptz

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

653 4 0
justinhchae
pd-helper

A helpful package to streamline Pandas DataFrame optimization.

645 6 0
jaswinder9051998
zoofs

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

545 254 47
dmitryanchikov
mcp-optimizer

Mathematical Optimization MCP Server with PuLP and OR-Tools support

341 4 0
optiprofiler
optiprofiler

Benchmarking optimization solvers.

305 14 4
OptiComp
opticomp

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

271 2 0
SammanSarkar
porcupy

A Python library for the Crested Porcupine Optimizer for research and optimization tasks

172 5 2
coin-or
python-mip26

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

132 594 106
mike-gimelfarb
bboptpy

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

86 9 1
hamzaijaz-dev
drf-queryset

DRF Queryset Mixin

79 1 0
ljvmiranda921
clpso

A research toolkit for particle swarm optimization in Python

48 1K 339