multi-objective-optimization topic

List multi-objective-optimization repositories

Pac-Man

54
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16
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Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)

PlatEMO

1.5k
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448
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Evolutionary multi-objective optimization platform

pagmo2

794
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159
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A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

pymoo

2.1k
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369
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NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

Metaheuristics.jl

243
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25
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High-performance metaheuristics for optimization coded purely in Julia.

LibMTL

1.8k
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170
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A PyTorch Library for Multi-Task Learning

syne-tune

366
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49
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Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.

Hydra

145
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15
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Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

DrugEx

184
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65
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Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology