init commit

2024-11-12 17:41:10 +01:00
parent 1e4f1f955b
commit 20bc9108d3
146 changed files with 24465 additions and 0 deletions
--- a/backprop/main.cpp
+++ b/backprop/main.cpp
@@ -0,0 +1,127 @@
+#include "neurone.h"
+#include "couche.h"
+#include "inputCouche.h"
+#include "synapse.h"
+#include "synapseMatrix.h"
+#include "reseau.h"
+#include <iostream>
+#include "inputtest.h"
+//using namespace std;
+
+
+void testafroche()
+	{
+	try {
+	Neurone NewNeu();
+    	Couche Output(4);
+    Couche Input(3,&Output);
+    Synapse s(2.324232);
+    SynapseMatrix m(3,2);
+    InputCouche InputC(3);
+    cout << InputC ;
+    cout << "get syn:" << Input.getSynapse(2,2).getWeight() << endl;
+    m(1,1) = 2.5;
+    cout<< "Test: " << m(1,1).getWeight() << endl;
+    m.randomize();
+    cout<< m ;
+    //Input[4];
+    Input[2]=2.132;
+    Input.getSynapse(1,2).getWeight();
+    cout << "Synapse weight: " << s << endl;
+    }
+    catch(std::string str){
+        cout << "Exception: " <<endl;
+        cout << "  "<< str << endl;
+    }
+    catch(const unsigned int index){
+        cout << "Exception: " <<endl;
+        cout << "  Index " << index << " is out of range" << endl;
+    }
+	}
+
+void testlau()
+	{
+	Utils u;
+	int inputsize         =                   /*16; */ 64; /* */	// nombre de neurones d'input
+	int outputsize        =                   /*3; */ 3; /* */	// nombre de neurones d'output
+	int nbtests           =                   /*9; */ 32; /* */	// nombre de tests (xor = 4)
+	int intermid          =                   /*8; */ 8; /* */    // nombre de neurones intermediaires
+	int nbtests2          =                   /*8; */ 8; /* */		// nombre de tests différents du learn
+	bool Input[nbtests][inputsize];
+	bool Output[nbtests][outputsize];
+	bool InputTest[nbtests2][inputsize];
+	
+	for(int i=0;i<nbtests;i++)
+		for(int j=0;j<inputsize;j++)
+			Input[i][j] =             /*Inp[i][j]; /**/ VoitureI[i][j];
+	for(int i=0;i<nbtests2;i++)
+		for(int j=0;j<inputsize;j++)
+			InputTest[i][j] =         /*Inp_[i][j]; /**/ VoitureI_[i][j];
+	for(int i=0;i<nbtests;i++)
+		for(int j=0;j<outputsize;j++)
+			Output[i][j] =            /*Rep[i][j];/**/ VoitureR[i][j];
+	
+	cout << "Init Network ...." << endl;
+	Reseau R(inputsize,intermid,outputsize);
+	cout << "Done ...." << endl;
+	
+	std::vector<bool *> in;
+	std::vector<bool *> r;
+	
+	for(int i=0;i<nbtests;i++)
+		{
+		in.push_back(Input[i]);
+		r.push_back(Output[i]);
+		}
+		
+	double erreur ;
+	int cpt=0;
+	while(1)
+		{
+		++cpt;
+		erreur = R.learnAll(in,r);
+		if(erreur < LEARNACCEPT)
+			break;
+		if(cpt%100 == 0)
+			cout << " : step " << cpt << " error:" << erreur << endl;
+		}
+	cout << "final error: " << erreur << endl;
+	
+	
+	/* et on teste */
+	cout << "tests sur les jeux de données : \n";
+	std::vector<double> V;
+	for(int i=0;i<nbtests;i++)
+		{
+		V=R.forward(Input[i]);
+		cout << "pour : ";
+		for(int j=0;j<inputsize;j++) cout << Input[i][j] ;
+		for(unsigned i=0;i<V.size();i++)
+			cout << " [" << u.accept(V[i]) << "]";
+		cout << " bool " ;
+		for(unsigned i=0;i<V.size();i++)
+			cout << " [" << V[i] << "] " ;
+		cout <<  "\n";
+		}
+	cout << "tests différents : \n"; 
+	V.clear();
+	for(int i=0;i<nbtests2;i++)
+		{
+		V=R.forward(InputTest[i]);
+		cout << "pour : ";
+		for(int j=0;j<inputsize;j++) cout << InputTest[i][j];
+		for(unsigned i=0;i<V.size();i++)
+			cout << " [" << u.accept(V[i]) << "]";
+		cout << " bool " ;
+		for(unsigned i=0;i<V.size();i++)
+			cout << " [" << V[i] << "] " ;
+		cout <<  "\n";
+		}
+	
+	}
+	
+
+int main(void){
+  	testlau();
+    return 0;
+}