Optimization Algorithms Python Packages

clarabel

Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

mip

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

pylbfgs

:mountain_cableway: Python/Cython wrapper for liblbfgs

pyswarms

A research toolkit for particle swarm optimization in Python

niapy

Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org

py-bobyqa

Python-based Derivative-Free Optimization with Bound Constraints

unopy

With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization

dfo-ls

Python-based Derivative-Free Optimizer for Least-Squares

pygmo

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

cvxportfolio

Portfolio optimization and back-testing.

pyglobalsearch

A multistart framework for global optimization with scatter search and local NLP solvers written in Rust

cspy

A collection of algorithms for the (Resource) Constrained Shortest Path problem in Python / C++ / C#

mchammer

Implementation of cheap Monte Carlo optimisation of bonds in molecules

evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

ganesh-rs

A Rust optimization library

pdfo

Powell's Derivative-Free Optimization solvers.

timefold

The open source Solver AI for Java and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.

furones

Furones: Approximate Dominating Set Solver

pynomadbbo

NOMAD - A blackbox optimization software

caerus

Detection of favorable moments in time series data

fides

Trust Region Optimization in Python

optalg

Python package with optimization algorithms, wrappers and tools.

moptipy

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

contextlite

Database Freedom Platform - Mathematical search optimization for whatever database you already have. 27,000x faster than vector databases with SMT-powered search across 8+ database types. One-time 9-2999 vs 00-500/month recurring.