optimizer

package
v0.26.28 Latest Latest
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 Go to latest Published: Mar 22, 2022 License: MIT Imports: 1 Imported by: 0

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Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func UniqueName 

func UniqueName(name string) string

Types

type OAdadelta 

type OAdadelta struct {
	// contains filtered or unexported fields
}

func Adadelta 

func Adadelta() *OAdadelta

func (*OAdadelta) GetCustomLayerDefinition 

func (o *OAdadelta) GetCustomLayerDefinition() string

func (*OAdadelta) GetKerasLayerConfig 

func (o *OAdadelta) GetKerasLayerConfig() interface{}

func (*OAdadelta) SetDecay 

func (o *OAdadelta) SetDecay(decay float64) *OAdadelta

func (*OAdadelta) SetEpsilon 

func (o *OAdadelta) SetEpsilon(epsilon float64) *OAdadelta

func (*OAdadelta) SetLearningRate 

func (o *OAdadelta) SetLearningRate(learningRate float64) *OAdadelta

func (*OAdadelta) SetName 

func (o *OAdadelta) SetName(name string) *OAdadelta

func (*OAdadelta) SetRho 

func (o *OAdadelta) SetRho(rho float64) *OAdadelta

type OAdagrad 

type OAdagrad struct {
	// contains filtered or unexported fields
}

func Adagrad 

func Adagrad() *OAdagrad

func (*OAdagrad) GetCustomLayerDefinition 

func (o *OAdagrad) GetCustomLayerDefinition() string

func (*OAdagrad) GetKerasLayerConfig 

func (o *OAdagrad) GetKerasLayerConfig() interface{}

func (*OAdagrad) SetDecay 

func (o *OAdagrad) SetDecay(decay float64) *OAdagrad

func (*OAdagrad) SetEpsilon 

func (o *OAdagrad) SetEpsilon(epsilon float64) *OAdagrad

func (*OAdagrad) SetInitialAccumulatorValue 

func (o *OAdagrad) SetInitialAccumulatorValue(initialAccumulatorValue float64) *OAdagrad

func (*OAdagrad) SetLearningRate 

func (o *OAdagrad) SetLearningRate(learningRate float64) *OAdagrad

func (*OAdagrad) SetName 

func (o *OAdagrad) SetName(name string) *OAdagrad

type OAdam 

type OAdam struct {
	// contains filtered or unexported fields
}

func Adam 

func Adam() *OAdam

func (*OAdam) GetCustomLayerDefinition 

func (o *OAdam) GetCustomLayerDefinition() string

func (*OAdam) GetKerasLayerConfig 

func (o *OAdam) GetKerasLayerConfig() interface{}

func (*OAdam) SetAmsgrad 

func (o *OAdam) SetAmsgrad(amsgrad bool) *OAdam

func (*OAdam) SetBeta1 

func (o *OAdam) SetBeta1(beta1 float64) *OAdam

func (*OAdam) SetBeta2 

func (o *OAdam) SetBeta2(beta2 float64) *OAdam

func (*OAdam) SetDecay 

func (o *OAdam) SetDecay(decay float64) *OAdam

func (*OAdam) SetEpsilon 

func (o *OAdam) SetEpsilon(epsilon float64) *OAdam

func (*OAdam) SetLearningRate 

func (o *OAdam) SetLearningRate(learningRate float64) *OAdam

func (*OAdam) SetName 

func (o *OAdam) SetName(name string) *OAdam

type OAdamax 

type OAdamax struct {
	// contains filtered or unexported fields
}

func Adamax 

func Adamax() *OAdamax

func (*OAdamax) GetCustomLayerDefinition 

func (o *OAdamax) GetCustomLayerDefinition() string

func (*OAdamax) GetKerasLayerConfig 

func (o *OAdamax) GetKerasLayerConfig() interface{}

func (*OAdamax) SetBeta1 

func (o *OAdamax) SetBeta1(beta1 float64) *OAdamax

func (*OAdamax) SetBeta2 

func (o *OAdamax) SetBeta2(beta2 float64) *OAdamax

func (*OAdamax) SetDecay 

func (o *OAdamax) SetDecay(decay float64) *OAdamax

func (*OAdamax) SetEpsilon 

func (o *OAdamax) SetEpsilon(epsilon float64) *OAdamax

func (*OAdamax) SetLearningRate 

func (o *OAdamax) SetLearningRate(learningRate float64) *OAdamax

func (*OAdamax) SetName 

func (o *OAdamax) SetName(name string) *OAdamax

type OFtrl 

type OFtrl struct {
	// contains filtered or unexported fields
}

func Ftrl 

func Ftrl() *OFtrl

func (*OFtrl) GetCustomLayerDefinition 

func (o *OFtrl) GetCustomLayerDefinition() string

func (*OFtrl) GetKerasLayerConfig 

func (o *OFtrl) GetKerasLayerConfig() interface{}

func (*OFtrl) SetBeta 

func (o *OFtrl) SetBeta(beta float64) *OFtrl

func (*OFtrl) SetDecay 

func (o *OFtrl) SetDecay(decay float64) *OFtrl

func (*OFtrl) SetInitialAccumulatorValue 

func (o *OFtrl) SetInitialAccumulatorValue(initialAccumulatorValue float64) *OFtrl

func (*OFtrl) SetL1RegularizationStrength 

func (o *OFtrl) SetL1RegularizationStrength(l1RegularizationStrength float64) *OFtrl

func (*OFtrl) SetL2RegularizationStrength 

func (o *OFtrl) SetL2RegularizationStrength(l2RegularizationStrength float64) *OFtrl

func (*OFtrl) SetL2ShrinkageRegularizationStrength 

func (o *OFtrl) SetL2ShrinkageRegularizationStrength(l2ShrinkageRegularizationStrength float64) *OFtrl

func (*OFtrl) SetLearningRate 

func (o *OFtrl) SetLearningRate(learningRate float64) *OFtrl

func (*OFtrl) SetLearningRatePower 

func (o *OFtrl) SetLearningRatePower(learningRatePower float64) *OFtrl

func (*OFtrl) SetName 

func (o *OFtrl) SetName(name string) *OFtrl

type ONadam 

type ONadam struct {
	// contains filtered or unexported fields
}

func Nadam 

func Nadam() *ONadam

func (*ONadam) GetCustomLayerDefinition 

func (o *ONadam) GetCustomLayerDefinition() string

func (*ONadam) GetKerasLayerConfig 

func (o *ONadam) GetKerasLayerConfig() interface{}

func (*ONadam) SetBeta1 

func (o *ONadam) SetBeta1(beta1 float64) *ONadam

func (*ONadam) SetBeta2 

func (o *ONadam) SetBeta2(beta2 float64) *ONadam

func (*ONadam) SetDecay 

func (o *ONadam) SetDecay(decay float64) *ONadam

func (*ONadam) SetEpsilon 

func (o *ONadam) SetEpsilon(epsilon float64) *ONadam

func (*ONadam) SetLearningRate 

func (o *ONadam) SetLearningRate(learningRate float64) *ONadam

func (*ONadam) SetName 

func (o *ONadam) SetName(name string) *ONadam

type ORMSprop 

type ORMSprop struct {
	// contains filtered or unexported fields
}

func RMSprop 

func RMSprop() *ORMSprop

func (*ORMSprop) GetCustomLayerDefinition 

func (o *ORMSprop) GetCustomLayerDefinition() string

func (*ORMSprop) GetKerasLayerConfig 

func (o *ORMSprop) GetKerasLayerConfig() interface{}

func (*ORMSprop) SetCentered 

func (o *ORMSprop) SetCentered(centered bool) *ORMSprop

func (*ORMSprop) SetDecay 

func (o *ORMSprop) SetDecay(decay float64) *ORMSprop

func (*ORMSprop) SetEpsilon 

func (o *ORMSprop) SetEpsilon(epsilon float64) *ORMSprop

func (*ORMSprop) SetLearningRate 

func (o *ORMSprop) SetLearningRate(learningRate float64) *ORMSprop

func (*ORMSprop) SetMomentum 

func (o *ORMSprop) SetMomentum(momentum float64) *ORMSprop

func (*ORMSprop) SetName 

func (o *ORMSprop) SetName(name string) *ORMSprop

func (*ORMSprop) SetRho 

func (o *ORMSprop) SetRho(rho float64) *ORMSprop

type OSGD 

type OSGD struct {
	// contains filtered or unexported fields
}

func SGD 

func SGD() *OSGD

func (*OSGD) GetCustomLayerDefinition 

func (o *OSGD) GetCustomLayerDefinition() string

func (*OSGD) GetKerasLayerConfig 

func (o *OSGD) GetKerasLayerConfig() interface{}

func (*OSGD) SetDecay 

func (o *OSGD) SetDecay(decay float64) *OSGD

func (*OSGD) SetLearningRate 

func (o *OSGD) SetLearningRate(learningRate float64) *OSGD

func (*OSGD) SetMomentum 

func (o *OSGD) SetMomentum(momentum float64) *OSGD

func (*OSGD) SetName 

func (o *OSGD) SetName(name string) *OSGD

func (*OSGD) SetNesterov 

func (o *OSGD) SetNesterov(nesterov bool) *OSGD

type Optimizer 

type Optimizer interface {
	GetKerasLayerConfig() interface{}
}

Source Files

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