From 96eae581ca377a940f39d1908a4b5661ccb7c223 Mon Sep 17 00:00:00 2001
From: TAMARA JERINIC <tamara.jerinic@gmail.com>
Date: Wed, 27 Apr 2022 23:57:53 +0200
Subject: Dodata opcija da se istovremeno podešavaju parametri svih skrivenih
 slojeva.
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---
 .../_elements/form-model/form-model.component.ts   | 39 ++++++++++++++++++++--
 1 file changed, 37 insertions(+), 2 deletions(-)

(limited to 'frontend/src/app/_elements/form-model/form-model.component.ts')

diff --git a/frontend/src/app/_elements/form-model/form-model.component.ts b/frontend/src/app/_elements/form-model/form-model.component.ts
index c29fd0bb..062c380e 100644
--- a/frontend/src/app/_elements/form-model/form-model.component.ts
+++ b/frontend/src/app/_elements/form-model/form-model.component.ts
@@ -4,8 +4,7 @@ import Shared from 'src/app/Shared';
 import Experiment from 'src/app/_data/Experiment';
 import Model, { Layer, ActivationFunction, LossFunction, LearningRate, LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, Metrics, MetricsBinaryClassification, MetricsMultiClassification, MetricsRegression, NullValueOptions, Optimizer, ProblemType, Regularisation, RegularisationRate, BatchSize } from 'src/app/_data/Model';
 import { GraphComponent } from '../graph/graph.component';
-import { FormGroupDirective, NgForm } from '@angular/forms';
-import { ErrorStateMatcher } from '@angular/material/core';
+
 
 @Component({
   selector: 'app-form-model',
@@ -104,4 +103,40 @@ export class FormModelComponent implements AfterViewInit {
       this.updateGraph();
     }
   }
+  selectedActivation: ActivationFunction = ActivationFunction.Sigmoid;
+  selectedRegularisationRate: RegularisationRate = RegularisationRate.RR1;
+  selectedRegularisation: Regularisation = Regularisation.L1;
+  selectedNumberOfNeurons:number=1;
+
+  changeAllActivation(){
+    for(let i=0;i<this.newModel.layers.length;i++)
+    {
+      this.newModel.layers[i].activationFunction=this.selectedActivation;
+      
+    }
+    
+  }
+  changeAllRegularisation(){
+    for(let i=0;i<this.newModel.layers.length;i++)
+    {
+      this.newModel.layers[i].regularisation=this.selectedRegularisation;
+    }
+  }
+  changeAllRegularisationRate(){
+
+    for(let i=0;i<this.newModel.layers.length;i++)
+    {
+      this.newModel.layers[i].regularisationRate=this.selectedRegularisationRate;
+    }
+  }
+  changeAllNumberOfNeurons(){
+    for(let i=0;i<this.newModel.layers.length;i++)
+    {
+      this.newModel.layers[i].neurons=this.selectedNumberOfNeurons;
+      this.updateGraph();
+    }
+  }
+  
+   
+  
 }
-- 
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