decay

package

v0.2.0 Latest Latest Go to latest Published: Jul 26, 2024 License: MIT Imports: 4 Imported by: 0

Details

Package decay provides functionality parameter decayer functions, particularly for SOM learning rate and neighborhood radius.

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type Constant struct {
	Value float64
}

func (c *Constant) Decay(epoch, total int) float64

func (c *Constant) Name() string

func (c *Constant) SetArgs(args ...float64) error

type Decay interface {
	Name() string
	Decay(epoch, total int) float64
	SetArgs(args ...float64) error
}

func FromString(nameAndArgs string) (Decay, error)

type Linear struct {
	Start float64
	End   float64
}

func (l *Linear) Decay(epoch, total int) float64

func (l *Linear) Name() string

func (l *Linear) SetArgs(args ...float64) error

type Polynomial struct {
	Start float64
	End   float64
	Exp   float64
}

func (p *Polynomial) Decay(epoch, total int) float64

func (p *Polynomial) Name() string

func (p *Polynomial) SetArgs(args ...float64) error

type Power struct {
	Start float64
	End   float64
}

func (p *Power) Decay(epoch, total int) float64

func (p *Power) Name() string

func (p *Power) SetArgs(args ...float64) error