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

optiprofiler

Benchmarking optimization solvers.

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.

sambo

🎯 📈 Sequential and Model-Based Optimization in Python, feat. SCE-UA, SMBO & SHGO. SOTA perf; 0 deps

mmapy

Python implementation of the Method of Moving Asymptotes (MMA)

python-sensors

PySensors is a Python package for sparse sensor placement

pycutest

Python interface to CUTEst

pympl

Mathematical Programming Toolbox for AMPL/GMPL

trustregion

Python trust-region subproblem solvers for nonlinear optimization

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

pd-helper

A helpful package to streamline Pandas DataFrame optimization.

mcp-optimizer

Mathematical Optimization MCP Server with PuLP and OR-Tools support

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.

pipeoptz

Visualizing and optimizing pipelines

opticomp

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

swarm-seek

Literature-validated Artificial Bee Colony (ABC) optimization for Python — ask/tell API, published variants, optional Numba/JAX, sklearn & Optuna adapters.

optalg

Python package with optimization algorithms, wrappers and tools.

porcupy

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

python-mip26

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

verified-executable-search

A verifier-first runtime for independently verifying, comparing, and searching AI-generated executable solutions.

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

A research toolkit for particle swarm optimization in Python