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multi-objective
moocore

Core Mathematical Functions for Multi-Objective Optimization

590K 50 8
tommyod
paretoset

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

35K 68 5
syne-tune
syne-tune

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

6K 421 58
499602D2
flowboost

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

2K 7 1
SimplexLab
torchjd

Library for Jacobian Descent with PyTorch.

2K 317 15
WaterFutures
water-futures-battle

Python project for the Battle of the Water Futures, originally developed to be hosted at WDSA/CCWI 2026 conference, May 18-21, Paphos, Cyprus.

2K 16 2
EMI-Group
evox

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

2K 2K 322
wouterbles
pyaugmecon

An AUGMECON based multi-objective optimization solver for Pyomo.

2K 31 8
PKU-DAIR
openbox

Efficient and generalized blackbox optimization (BBO) system

1K 438 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
EMI-Group
evoxbench

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

778 141 20
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.

758 6 3
FoamScience
foambo

Configuration-based Multi-objective Bayesian Optimization on OpenFOAM cases with Ax-platform

649 26 6
moead-framework
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.

625 31 8
optframe
optframe

Python bindings for OptFrame C++ Functional Core

425 13 4
thomas-young-2013
lite-bo

Efficient and generalized blackbox optimization (BBO) system

399 85 84
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

378 58 13
safe-autonomous-systems
moospread

Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion

365 2 0
SalvatoreBarone
pyamosa

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

315 13 2
yugdeep
hydrowizard

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

266 2 1
siddharth1012
chatcortex

Framework for multi-objective synthesis and optimization of AI agent architectures under bounded evaluation budgets

252 0 0
median-research-group
libmtl

A PyTorch Library for Multi-Task Learning

190 3K 232
pietrobarbiero
meco

MECO: Multi-objective Evolutionary Compression.

120 1 0
Swiggy
moo-gbt

Library for Multi-objective optimization in Gradient Boosted Trees

96 79 16
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