Linear

Undocumented in source.

class Linear (

T

size_t InputDim

size_t OutputDim

UseGradient useGradient = UseGradient.yes

) {

Tensor!(T, [InputDim, OutputDim], useGradient) weights;

Tensor!(T, [OutputDim], useGradient) bias;

alias parameters = AliasSeq!(weights, bias);

this(T initial);

this(T initialWeight, T initialBias);

auto opCall(Tensor!(T, Shape, useGradient) x);

static if(useGradient)

void resetGrads();

}

Constructors

this this(): Undocumented in source.
this this(T initial): Undocumented in source.
this this(T initialWeight, T initialBias): Undocumented in source.

Members

Aliases

parameters alias parameters = AliasSeq!(weights, bias): Undocumented in source.

Functions

opCall auto opCall(Tensor!(T, Shape, useGradient) x): Undocumented in source. Be warned that the author may not have intended to support it.
resetGrads void resetGrads(): Undocumented in source. Be warned that the author may not have intended to support it.

Variables

bias Tensor!(T, [OutputDim], useGradient) bias;: Undocumented in source.
weights Tensor!(T, [InputDim, OutputDim], useGradient) weights;: Undocumented in source.

Meta

Source

See Implementation

golem nn classes

enums

hasParameters

structs

Activation