LearnNetProcessor

Undocumented in source.

class LearnNetProcessor : NetProcessor!T(

T

) if (

isFloatingPoint!T

) {

NetStructure!T structure;

ValueNeiron!T[] input [@property getter];

BPLayer!T[] layers [@property getter];

BPNeiron!T[] output [@property getter];

T[] last_result;

T last_error;

T last_delta;

this(T Nu, T Alpha);

void setStructure(NetStructure!T structure);

T[] process(T[] src);

T nu [@property getter];

T nu [@property setter];

T alpha [@property getter];

T alpha [@property setter];

const(T)[] lastResult [@property getter];

T learn(T[] src, T[] standard, uint steps);

void prepareInput(T[] src);

void processForEachLayer();

void copyResult();

auto calcErrors(T[] standard);

void addErrorsToOutput(T[] errors);

auto calcErrorSum(T[] errors);

void backpropagation(T nu, T alpha);

T currentNu [@property getter];

T getMaxLinkDeltaWeight();

}

Constructors

this this(T Nu, T Alpha): Undocumented in source.

Members

Functions

addErrorsToOutput void addErrorsToOutput(T[] errors): Undocumented in source. Be warned that the author may not have intended to support it.
backpropagation void backpropagation(T nu, T alpha): Undocumented in source. Be warned that the author may not have intended to support it.
calcErrorSum auto calcErrorSum(T[] errors): Undocumented in source. Be warned that the author may not have intended to support it.
calcErrors auto calcErrors(T[] standard): Undocumented in source. Be warned that the author may not have intended to support it.
copyResult void copyResult(): Undocumented in source. Be warned that the author may not have intended to support it.
getMaxLinkDeltaWeight T getMaxLinkDeltaWeight(): Undocumented in source. Be warned that the author may not have intended to support it.
learn T learn(T[] src, T[] standard, uint steps): Undocumented in source. Be warned that the author may not have intended to support it.
prepareInput void prepareInput(T[] src): Undocumented in source. Be warned that the author may not have intended to support it.
process T[] process(T[] src): Undocumented in source. Be warned that the author may not have intended to support it.
processForEachLayer void processForEachLayer(): Undocumented in source. Be warned that the author may not have intended to support it.
setStructure void setStructure(NetStructure!T structure): Undocumented in source.

Properties

alpha T alpha [@property getter]: Undocumented in source. Be warned that the author may not have intended to support it.
alpha T alpha [@property setter]: Undocumented in source.
currentNu T currentNu [@property getter]: Undocumented in source. Be warned that the author may not have intended to support it.
input ValueNeiron!T[] input [@property getter]: Undocumented in source. Be warned that the author may not have intended to support it.
lastResult const(T)[] lastResult [@property getter]: Undocumented in source. Be warned that the author may not have intended to support it.
layers BPLayer!T[] layers [@property getter]: Undocumented in source. Be warned that the author may not have intended to support it.
nu T nu [@property getter]: Undocumented in source. Be warned that the author may not have intended to support it.
nu T nu [@property setter]: Undocumented in source.
output BPNeiron!T[] output [@property getter]
_alpha T _alpha;: Undocumented in source. Be warned that the author may not have intended to support it.

Variables

_nu T _nu;
last_delta T last_delta;: Undocumented in source.
last_error T last_error;: Undocumented in source.
last_result T[] last_result;: Undocumented in source.
structure NetStructure!T structure;: Undocumented in source.

Meta

Source

See Implementation

des isys neiro layer net classes

LearnNetProcessor

interfaces

NetProcessor