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Top 18 multi-objective-optimization open source projects

The standard and parallel multiobjective EGO algorithms

✭ 22

matlab constrained-optimization multi-objective-optimization bayesian-optimization kriging expected-improvement

AutoOED: Automated Optimal Experimental Design Platform

✭ 87

python asynchronous multi-objective-optimization multi-objective bayesian-optimization pareto-optimality open-source-software optimal-experimental-design experiment-automation

Pac-Man

Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)

✭ 50

java artificial-intelligence pac-man pacman genetic-programming multi-objective-optimization decision-trees evolutionary-computation grammatical-evolution

open-box

Generalized and Efficient Blackbox Optimization System [SIGKDD'21].

✭ 174

python CSS HTML distributed-systems saas constrained-optimization multi-objective-optimization bayesian-optimization hyper-parameter-optimization blackbox-optimization automatic-machine-learning

rBAS

Implementation of the (beetle antennae search) BAS algorithm and its mutations in R code

✭ 25

r constrained-optimization multi-objective-optimization optimization-algorithms beetle-antennae-search beetle-swarm-antennae-search

syne-tune

Large scale and asynchronous Hyperparameter Optimization at your fingertip.

✭ 105

python machine-learning hyperparameter-optimization multi-objective-optimization bayesian-optimization hyperparameter-tuning neural-architecture-search sagemaker

multi objective optimization matlab

MATLAB Tool for Multi-Objective Optimization

✭ 23

matlab optimization genetic-algorithm multi-objective-optimization pareto

jMetalSP

A framework for Big Data Optimization with multi-objective metaheuristics

✭ 44

java evolutionary-algorithms multi-objective-optimization metaheuristic-framework dynamic-optimization streaming-data-processing

arja

Multi-Objective GP for Automated Repair of Java

✭ 31

java genetic-algorithm genetic-programming software-engineering multi-objective-optimization bug-fix

awesome-multi-objective-optimization

A curated list of awesome multi-objective optimization research resources.

✭ 44

survey multi-objective-optimization

Metaheuristics.jl

High-performance metaheuristics for optimization coded purely in Julia.

✭ 144

julia optimization decision-making constrained-optimization simulated-annealing multi-objective-optimization differential-evolution pso nsga2 hypervolume

Moo-GBT

Library for Multi-objective optimization in Gradient Boosted Trees

✭ 63

python machine-learning machine-learning-algorithms constrained-optimization multi-objective-optimization gradient-boosted-trees

DrugEx

Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology

✭ 128

python reinforcement-learning deep-learning cheminformatics multi-objective-optimization graph-transformer

opt4j

Modular Java framework for meta-heuristic optimization

✭ 25

java javascript HTML python CSS optimization genetic-algorithm artificial-intelligence evolutionary-algorithms meta-heuristic multi-objective-optimization evolutionary-algorithm

vOptGeneric.jl

Solver of multiobjective linear optimization problems (MOMIP, MOLP, MOIP, MOCO): generic part

✭ 21

julia multi-objective-optimization

Fruit-API

A Universal Deep Reinforcement Learning Framework

✭ 61

python environment games reinforcement-learning deep-learning deep-reinforcement-learning human multi-agent reinforcement-learning-algorithms multiplayer-game multi-objective-optimization atari actor-critic human-in-the-loop arcade-learning-environment actor-critic-algorithm multi-agent-reinforcement-learning policy-gradients

open-box

Generalized and Efficient Blackbox Optimization System.

✭ 64

python CSS HTML constrained-optimization multi-objective-optimization bayesian-optimization hyperparameter-tuning blackbox-optimization automatic-machine-learning knobs-tuning

Optimized-MDVRP

"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

✭ 30

python evolutionary-algorithms multi-objective-optimization genetic-algorithms mdvrp multi-depots

1-18 of 18 multi-objective-optimization projects