Optimization Tools Python Packages

mip

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

pyswarms

A research toolkit for particle swarm optimization in Python

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.

optalg

Python package with optimization algorithms, wrappers and tools.

pycutest

Python interface to CUTEst

sambo

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

optiprofiler

Benchmarking optimization solvers.

python-sensors

PySensors is a Python package for sparse sensor placement

mmapy

Python implementation of the Method of Moving Asymptotes (MMA)

trustregion

Python trust-region subproblem solvers for nonlinear optimization

pympl

Mathematical Programming Toolbox for AMPL/GMPL

swarm-cg

Tools for automatic parametrization of bonded terms in coarse-grained molecular models, with respect to an all-atom trajectory

pd-helper

A helpful package to streamline Pandas DataFrame optimization.

zoofs

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

mcp-optimizer

Mathematical optimization MCP server with PuLP and OR-Tools support

pipeoptz

Visualizing and optimizing pipelines

opticomp

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

porcupy

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

python-mip26

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

bboptpy

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

drf-queryset

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

clpso

clpso