forked from animatedread/Warrior_EA
8c0186c850
Every AI signal repeated the same five-line InitIndicators override that did nothing but call InitNeuralNetwork. The cause was an access mismatch, not a design: CExpertSignalCustom declares InitIndicators public, the AI base redeclared it PROTECTED, and each subclass had to redeclare it public to be reachable by CExpert. Worse, the base's own override does a different job entirely - it creates the OHLC/ZigZag feature indicators - and InitNeuralNetwork called it back scope-qualified to stop the virtual dispatch landing in the subclass. Two jobs, one virtual name, and a recursion trap held off by a scope qualifier. The feature-indicator step is now InitFeatureIndicators() (protected, non-virtual, named for what it does) and the AI base carries the single public InitIndicators override. CONV/HYBRID/LSTM/PAI/META drop their copies and are now purely identity plus topology, which is the classic signal file's shape. Comment pass on ExpertSignalAIBase.mqh, -100 lines with every constant and every measured number kept. Three claims in the tier block were stale and inverted - it named CalibratedConfidenceMagnitude() as the tiering input where the code deliberately uses the RAW magnitude, and it described the signal DB as re-ranking each tier when ApplyPatternWeight declines the DB from the end of era 1. Also dropped a paragraph whose subject was a previous version of the comment, and moved two notes down onto the constants they document (CONV_COMPRESSION_DIVISOR was 16 lines and three unrelated defines away from its own text). Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
54 lines
3 KiB
MQL5
54 lines
3 KiB
MQL5
//+------------------------------------------------------------------+
|
|
//| Warrior_EA |
|
|
//| AnimateDread |
|
|
//| |
|
|
//+------------------------------------------------------------------+
|
|
#include "..\Expert\ExpertSignalAIBase.mqh"
|
|
// wizard description start
|
|
//+------------------------------------------------------------------+
|
|
//| Description of the class |
|
|
//| Title=Signals of indicator 'LSTM AI' |
|
|
//| Type=SignalAdvanced |
|
|
//| Name=LSTM AI |
|
|
//| ShortName=LSTM |
|
|
//| Class=CSignalLSTM |
|
|
//| Page=signal_lstm |
|
|
//+------------------------------------------------------------------+
|
|
// wizard description end
|
|
//+------------------------------------------------------------------+
|
|
//| Class CSignalLSTM. |
|
|
//| Purpose: Class of generator of trade signals based on |
|
|
//| the 'LSTM AI' indicator. |
|
|
//| Is derived from the CExpertSignalAIBase class. |
|
|
//| Only the network topology differs from the other AI signals: an |
|
|
//| input layer feeds a single LSTM layer before the common tapering |
|
|
//| hidden-layer stack (see AddCustomLayers). |
|
|
//+------------------------------------------------------------------+
|
|
class CSignalLSTM : public CExpertSignalAIBase
|
|
{
|
|
protected:
|
|
virtual bool AddCustomLayers(CArrayObj *topology) override;
|
|
//--- keep in step with AddCustomLayers below - see the base declarations.
|
|
virtual bool UsesLstmStage(void) const override { return true; }
|
|
//--- keep the tapering Dense stack TANH-bounded, matching the LSTM layer's own bounded
|
|
//--- output, instead of the base class's default PRELU (see the base declaration's comment)
|
|
virtual ENUM_ACTIVATION HiddenLayerActivation(void) override { return TANH; }
|
|
public:
|
|
CSignalLSTM(void);
|
|
};
|
|
//+------------------------------------------------------------------+
|
|
//| Constructor |
|
|
//+------------------------------------------------------------------+
|
|
CSignalLSTM::CSignalLSTM(void)
|
|
{
|
|
SetIdentity("LSTM", "LSTM");
|
|
}
|
|
//+------------------------------------------------------------------+
|
|
//| LSTM layer inserted between the input layer and the common |
|
|
//| tapering hidden-layer stack. |
|
|
//+------------------------------------------------------------------+
|
|
bool CSignalLSTM::AddCustomLayers(CArrayObj *topology)
|
|
{
|
|
return AddLstmStage(topology);
|
|
}
|
|
//+------------------------------------------------------------------+
|