Hyperactive/src/hyperactive/opt/__init__.py at 3b0aa727487b4dfddd93fa3d4c55e4572f85d7ca · hyperactive-project/Hyperactive · GitHub

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"""Individual optimization algorithms."""

# copyright: hyperactive developers, MIT License (see LICENSE file)

from hyperactive.opt.gridsearch import GridSearchSk
from hyperactive.opt.random_search import RandomSearchSk
from .lipo import LIPOOptimizer

from .gfo import (
    BayesianOptimizer,
    DifferentialEvolution,
    DirectAlgorithm,
    DownhillSimplexOptimizer,
    EvolutionStrategy,
    ForestOptimizer,
    GeneticAlgorithm,
    GridSearch,
    HillClimbing,
    LipschitzOptimizer,
    ParallelTempering,
    ParticleSwarmOptimizer,
    PatternSearch,
    PowellsMethod,
    RandomRestartHillClimbing,
    RandomSearch,
    RepulsingHillClimbing,
    SimulatedAnnealing,
    SpiralOptimization,
    StochasticHillClimbing,
    TreeStructuredParzenEstimators,
)
from .optuna import (
    CmaEsOptimizer,
    GPOptimizer,
    GridOptimizer,
    NSGAIIIOptimizer,
    NSGAIIOptimizer,
    QMCOptimizer,
    RandomOptimizer,
    TPEOptimizer,
)

__all__ = [
    "GridSearchSk",
    "RandomSearchSk",
    "HillClimbing",
    "RepulsingHillClimbing",
    "StochasticHillClimbing",
    "SimulatedAnnealing",
    "DownhillSimplexOptimizer",
    "RandomSearch",
    "GridSearch",
    "RandomRestartHillClimbing",
    "PowellsMethod",
    "PatternSearch",
    "LipschitzOptimizer",
    "DirectAlgorithm",
    "ParallelTempering",
    "ParticleSwarmOptimizer",
    "SpiralOptimization",
    "GeneticAlgorithm",
    "EvolutionStrategy",
    "DifferentialEvolution",
    "BayesianOptimizer",
    "TreeStructuredParzenEstimators",
    "ForestOptimizer",
    "TPEOptimizer",
    "RandomOptimizer",
    "CmaEsOptimizer",
    "GPOptimizer",
    "GridOptimizer",
    "NSGAIIOptimizer",
    "NSGAIIIOptimizer",
    "QMCOptimizer",
]