From b4c345e6a5fa929ba20eac19183b9c777055f52d Mon Sep 17 00:00:00 2001
From: Gaspard Coulet <gaspard.coulet@mines-ales.org>
Date: Wed, 28 Apr 2021 23:12:36 +0200
Subject: Initial commit

---
 javascript_network/network.js | 95 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 95 insertions(+)
 create mode 100644 javascript_network/network.js

(limited to 'javascript_network/network.js')

diff --git a/javascript_network/network.js b/javascript_network/network.js
new file mode 100644
index 0000000..3a13b72
--- /dev/null
+++ b/javascript_network/network.js
@@ -0,0 +1,95 @@
+var network=function(x,y,arch){
+  var sep =0;
+  this.x=x;
+  this.y=y;
+  var val_max;
+  this.archi = arch;
+  this.tabCoordinates=[];
+  var ecart = width/(this.archi.length+1);
+  val_max = Math.max(...this.archi);
+  var rad =windowHeight/(val_max+5);
+  this.nbLayers = this.archi.length;
+  this.tabLayers =[];
+  for(var i=0;i<this.nbLayers;i++){
+    var nbI,nbO;
+    if(i==0){
+      nbI = 1;
+      nbO=this.archi[i+1];
+    }else if (i==this.nbLayers-1){
+      nbI = this.archi[i-1];
+      nbO = 1;
+    }else{
+      nbI = this.archi[i-1];
+      nbO = this.archi[i+1];
+    }
+    var l = new layer(this.x+(i*ecart),(val_max-this.archi[i])*(rad/2),this.archi[i],nbI,nbO);
+    for(var j=0;j<this.archi[i];j++){
+      l.tabNeurones.push(new neuron(l.x,l.y+((rad+sep)*j)+50,rad,nbI,nbO,200));
+      var coord = [l.x,l.y+((rad+sep)*j)+50];
+      this.tabCoordinates.push(coord);
+    }
+    this.tabLayers.push(l);
+  }
+
+  this.show=function(info,info2,info3){
+    strokeWeight(1);
+    stroke(255);
+    var z=0;
+    var i=0;
+    var cpt=0;
+    var total=0;
+    for(var x=0;x<this.archi.length;x++){
+      total+=this.archi[x];
+    }
+    var somme = this.archi[z];
+    while(i<total){
+      stroke(255);
+      for(var j=0;j<this.archi[z+1];j++){
+        if(i<this.archi[0]){
+          textSize(20);
+          text(info2[i],this.tabCoordinates[i][0]-70,this.tabCoordinates[i][1]);
+          line(this.tabCoordinates[i][0],this.tabCoordinates[i][1],this.tabCoordinates[i][0]-50,this.tabCoordinates[i][1])
+        }
+        line(this.tabCoordinates[i][0],this.tabCoordinates[i][1],this.tabCoordinates[j+somme][0],this.tabCoordinates[j+somme][1]);
+
+      }
+      i++;
+      cpt++;
+      if(cpt==this.archi[z]){
+        cpt=0;
+        z++;
+        somme+=this.archi[z];
+      }
+    }
+    for(var j=total-this.archi[(this.archi.length)-1];j<total;j++){
+      textSize(20);
+      text(info3[j-(total-this.archi[(this.archi.length)-1])],this.tabCoordinates[j][0]+50,this.tabCoordinates[j][1]);
+      line(this.tabCoordinates[j][0],this.tabCoordinates[j][1],this.tabCoordinates[j][0]+50,this.tabCoordinates[j][1]);
+    }
+    var print =[];
+    var offset;
+    var cpt;
+    var x;
+    var k=0;
+    for(var i=0;i<this.nbLayers;i++){
+      for(var j=0;j<this.tabLayers[i].nbNeurons;j++){
+        if(i>0){
+          offset= this.tabLayers[i-1].tabNeurones[0].nbrOutput;
+        }else{
+          offset=0;
+        }
+        cpt = this.tabLayers[i].tabNeurones[0].nbrInput;
+        x=0;
+        while(x<cpt){
+          print.push(info[k+(offset*x)]+"\n");
+          x++;
+        }
+
+        this.tabLayers[i].tabNeurones[j].show(print,cpt);
+        print = [];
+        k++;
+      }
+    }
+  }
+
+};
-- 
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