activation

package

v0.1.4 Latest Latest Go to latest Published: Oct 20, 2023 License: MIT Imports: 4 Imported by: 2

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type Activation interface {
	Transform(rawPrediction mat.Vector) (mat.Vector, error)
	Type() protobuf.ActivateType
	Name() string
}

Activation is an interface that an activation needs to implement.

type Logistic struct{}

Logistic is struct contains necessary data for doing logistic calculation for now is empty.

func (a *Logistic) Name() string

Name returns activation name.

func (a *Logistic) Transform(rawPredictions mat.Vector) (mat.Vector, error)

Transform passes prediction through logistic function.

func (a *Logistic) Type() protobuf.ActivateType

Type returns activation type.

type Raw struct{}

Raw is struct contains necessary data for doing logistic calculation for now is empty.

func (a *Raw) Name() string

Name returns activation name.

func (a *Raw) Transform(rawPredictions mat.Vector) (mat.Vector, error)

Transform does nothing just returns the raw prediction.

func (a *Raw) Type() protobuf.ActivateType

Type returns activate type.

type Softmax struct{}

Softmax is struct contains necessary data for doing logistic calculation for now is empty.

func (a *Softmax) Name() string

Name returns activation name.

func (a *Softmax) Transform(rawPredictions mat.Vector) (mat.Vector, error)

Transform passes prediction through softmax function.

func (a *Softmax) Type() protobuf.ActivateType

Type returns activation type.