dense

Documentation

Index

• type Dense
  • func New(options ...Option) *Dense
  • func (d *Dense) Activate(x *tensor.Vector) *tensor.Vector
  • func (d *Dense) Adjust(delta *[][]float64)
  • func (d *Dense) Bytes() (weights []byte, err error)
  • func (d *Dense) Derive(activation, cost *tensor.Vector)
  • func (d *Dense) Init(neuronsCount, weightsCount int)
  • func (d *Dense) Load(b []byte) error
  • func (d *Dense) NextCost(cost *tensor.Vector) *tensor.Vector
  • func (d *Dense) Size() int
• type Option
  • func WithReLU() Option
  • func WithSigmoid() Option
  • func WithSoftmax() Option

Types

type Dense

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

func New

func New(options ...Option) *Dense

func (*Dense) Activate

func (d *Dense) Activate(x *tensor.Vector) *tensor.Vector

func (*Dense) Adjust

func (d *Dense) Adjust(delta *[][]float64)

func (*Dense) Bytes

func (d *Dense) Bytes() (weights []byte, err error)

func (*Dense) Derive

func (d *Dense) Derive(activation, cost *tensor.Vector)

func (*Dense) Init

func (d *Dense) Init(neuronsCount, weightsCount int)

func (*Dense) Load

func (d *Dense) Load(b []byte) error

func (*Dense) NextCost

func (d *Dense) NextCost(cost *tensor.Vector) *tensor.Vector

func (*Dense) Size

func (d *Dense) Size() int

type Option

type Option func(*Dense)

func WithReLU

func WithReLU() Option

func WithSigmoid

func WithSigmoid() Option

func WithSoftmax

func WithSoftmax() Option