3.6.3. Nevergrad¶
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class
Nevergrad(optimizer: str = 'TBPSA', zero=1e-12, optkw=None, verbose=True)¶ Interface to the Nevergrad package.
This class provides access to the optimizers available through the Nevergrad package. For more information see, the module’s documentation.-
__init__(optimizer: str = 'TBPSA', zero=1e-12, optkw=None, verbose=True)¶ Parameters: - optimizer : str
String key to the desired optimizer. Available keys are
- ASCMA2PDEthird
- ASCMADEQRthird
- ASCMADEthird
- AlmostRotationInvariantDE
- AvgMetaLogRecentering
- AvgMetaRecentering
- BO
- CM
- CMA
- CMandAS
- CMandAS2
- CMandAS3
- CauchyLHSSearch
- CauchyOnePlusOne
- CauchyScrHammersleySearch
- Cobyla
- DE
- DiagonalCMA
- DiscreteOnePlusOne
- DoubleFastGADiscreteOnePlusOne
- EDA
- ES
- FCMA
- HaltonSearch
- HaltonSearchPlusMiddlePoint
- HammersleySearch
- HammersleySearchPlusMiddlePoint
- LHSSearch
- LargeHaltonSearch
- LhsDE
- MEDA
- MPCEDA
- MetaLogRecentering
- MetaRecentering
- MixES
- MultiCMA
- MultiScaleCMA
- MutDE
- NGO
- NaiveIsoEMNA
- NaiveTBPSA
- NelderMead
- NoisyBandit
- NoisyDE
- NoisyDiscreteOnePlusOne
- NoisyOnePlusOne
- OAvgMetaLogRecentering
- ORandomSearch
- OScrHammersleySearch
- OnePlusOne
- OptimisticDiscreteOnePlusOne
- OptimisticNoisyOnePlusOne
- PBIL
- PCEDA
- PSO
- ParaPortfolio
- Portfolio
- Powell
- QORandomSearch
- QOScrHammersleySearch
- QrDE
- RCobyla
- RPowell
- RSQP
- RandomSearch
- RandomSearchPlusMiddlePoint
- RealSpacePSO
- RecES
- RecMixES
- RecMutDE
- RecombiningPortfolioOptimisticNoisyDiscreteOnePlusOne
- RotationInvariantDE
- SPSA
- SQP
- SQPCMA
- ScrHaltonSearch
- ScrHaltonSearchPlusMiddlePoint
- ScrHammersleySearch
- ScrHammersleySearchPlusMiddlePoint
- Shiva
- SplitOptimizer
- TBPSA
- TripleCMA
- TwoPointsDE
- cGA
- chainCMAPowel
- zero : float
- Will stop the optimization when this cost function value is reached.
- optkw : optional, dict
- Additional kwargs for the optimizer initialization.
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