Multi Objective Optimization Python Packages

moocore

Core Mathematical Functions for Multi-Objective Optimization

881K 59 12

paretoset

Compute the Pareto (non-dominated) set, i.e., skyline operator/query.

95K 70 5

syne-tune

Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.

5K 423 58

torchjd

Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning).

5K 337 21

pydiffgame

PyDiffGame is a Python implementation of a Nash Equilibrium solution to Differential Games, based on a reduction of Game Hamilton-Bellman-Jacobi (GHJB) equations to Game Algebraic and Differential Riccati equations, associated with Multi-Objective Dynamical Control Systems

2K 58 13

evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

2K 2K 346

iddefix

IDDEFIX is a physics-informed evolutionary optimization framework that fits a resonator-based model (parameterized by R, f, Q) to wakefield simulation data.

921 7 4

openbox

Towards Generalized and Efficient Blackbox Optimization System/Package (KDD 2021 & JMLR 2024)

916 443 57

adaptor

Adaptor: Objective-centric Adaptation Framework for Language Models.

781 28 4

pyaugmecon

An AUGMECON based multi-objective optimization solver for Pyomo.

669 30 9

choccy

Chen's Heuristic Optimizer Constructed with Core numpY:

647 3 0

flowboost

🏄‍♂️ Multi-objective optimization library for OpenFOAM, powered by Ax. Modular, optimizer-agnostic, cluster-native.

628 7 1

foambo

A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases

588 26 6

mosade

MOSADE: Multi-Objective Self-Adaptive Differential Evolution

487 1 0

moead-framework

MOEA/D is a general-purpose algorithm framework. It decomposes a multi-objective optimization problem into a number of single-objective optimization sub-problems and then uses a search heuristic to optimize these sub-problems simultaneously and cooperatively.

485 31 8

water-futures-battle

Part of the Battle of Water Networks competition series | WDSA/CCWI 2026, May 18-21, Paphos, Cyprus. Design & operate water distribution systems under deep uncertainty, featuring staged interventions, AI & policymaking.

420 17 2