Optimization Tools Python Packages

mip

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

374K 594 106

pyswarms

A research toolkit for particle swarm optimization in Python

95K 1K 339

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.

8K 58 17

pycutest

Python interface to CUTEst

4K 39 12

optalg

Python package with optimization algorithms, wrappers and tools.

3K 10 4

python-sensors

Sparse Sensor Placement

2K 112 25

sambo

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

2K 31 0

mmapy

Python implementation of the Method of Moving Asymptotes (MMA)

1K 117 27

pympl

Mathematical Programming Toolbox for AMPL/GMPL

1K 14 3

trustregion

Python trust-region subproblem solvers for nonlinear optimization

1K 30 3

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

891 48 13

pd-helper

A helpful package to streamline Pandas DataFrame optimization.

678 6 0

pipeoptz

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

635 4 0

optiprofiler

Benchmarking optimization solvers.

538 14 4

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.

524 254 47