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Multi Objective Optimization Python Packages

Python packages with the GitHub topic multi-objective-optimization. Sorted by relevance, with stars and monthly downloads.
multi-objective
moocore

Core Mathematical Functions for Multi-Objective Optimization

686K 53 9
tommyod
paretoset

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

38K 70 5
syne-tune
syne-tune

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

6K 420 58
SimplexLab
torchjd

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

3K 321 17
EMI-Group
evox

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

2K 2K 334
wouterbles
pyaugmecon

An AUGMECON based multi-objective optimization solver for Pyomo.

1K 31 8
499602D2
flowboost

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

1K 7 1
PKU-DAIR
openbox

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

1K 439 57
gaussalgo
adaptor

ACL 2022: Adaptor: a library to easily adapt a language model to your own task, domain, or custom objective(s).

1K 28 4
WaterFutures
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.

963 17 2
FoamScience
foambo

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

782 26 6
pierlumanzu
nsma

A Memetic Procedure for Global Multi-Objective Optimization

665 10 0
ImpedanCEI
iddefix

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

614 6 3
moead-framework
moead-framework

MOEA/D Framework in Python 3

593 31 8
krichelj
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

425 58 13
EMI-Group
evoxbench

Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

356 142 20
siddharth1012
chatcortex

Multi-objective architecture search for non-hardcoded agent pipelines

344 0 0
safe-autonomous-systems
moospread

[ICLR 2026] SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion

281 3 0
median-research-group
libmtl

A PyTorch Library for Multi-Task Learning

279 3K 232
yugdeep
hydrowizard

HydroWizard: State-of-the-art hydrological modeling, optimization, and simulation using neural networks, genetic algorithms, and DAGs.

270 2 1
thomas-young-2013
lite-bo

Efficient and generalized blackbox optimization (BBO) system

265 85 84
optframe
optframe

Python bindings for OptFrame Functional Core

199 13 4
SalvatoreBarone
pyamosa

Python implementation of the Archived Multi-Objective Simulated Annealing (AMOSA) optimization heuristic

153 13 2
pietrobarbiero
meco

MECO: Multi-objective Evolutionary Compression.

127 1 0
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