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<div id="container">
<div class="row">
<div class="col-sm">
<div class="row">
<mat-form-field class="example-full-width" appearance="fill">
<mat-label>Naziv</mat-label>
<input type="text" matInput [(ngModel)]="newModel.name">
</mat-form-field>
</div>
<div class="row">
<mat-form-field appearance="fill">
<mat-label>Tip problema</mat-label>
<mat-select [(ngModel)]="newModel.type">
<mat-option
*ngFor="let option of Object.keys(ProblemType); let optionName of Object.values(ProblemType)"
[value]="option">
{{ optionName }}
</mat-option>
</mat-select>
</mat-form-field>
</div>
</div>
<div class="col-sm">
<div class="row">
<mat-form-field appearance="fill">
<mat-label>Optimizacija</mat-label>
<mat-select [(ngModel)]="newModel.optimizer">
<mat-option
*ngFor="let option of Object.keys(Optimizer); let optionName of Object.values(Optimizer)"
[value]="option">
{{ optionName }}
</mat-option>
</mat-select>
</mat-form-field>
</div>
<div class="row">
<mat-form-field appearance="fill">
<mat-label>Funkcija troška</mat-label>
<mat-select [(ngModel)]="newModel.lossFunction">
<mat-option
*ngFor="let option of Object.keys(LossFunction); let optionName of Object.values(LossFunction)"
[value]="option">
{{ optionName }}
</mat-option>
</mat-select>
</mat-form-field>
</div>
</div>
<div class="col-sm">
<div class="row">
<mat-form-field appearance="fill">
<mat-label>Funkcija aktivacije izlaznog sloja</mat-label>
<mat-select name="outputLayerActivationFunction" [(ngModel)]="newModel.outputLayerActivationFunction">
<mat-option
*ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
[value]="option">
{{ optionName }}
</mat-option>
</mat-select>
</mat-form-field>
</div>
<div class="row">
<mat-form-field appearance="fill">
<mat-label>Stopa učenja</mat-label>
<mat-select [(ngModel)]="newModel.learningRate">
<mat-option
*ngFor="let option of Object.keys(LearningRate); let optionName of Object.values(LearningRate)"
[value]="option">
{{ optionName }}
</mat-option>
</mat-select>
</mat-form-field>
</div>
</div>
<div class="col">
<div class="row">
<div class="col-7">Broj Epoha</div>
<mat-icon (click)="addEpoch()">add_circle</mat-icon>
<div class="col-1">{{newModel.epochs}}</div>
<mat-icon (click)="removeEpoch()">remove_circle</mat-icon>
</div>
<br>
<br>
<div class="row">
<div class="col-7">Broj Uzoraka Po Iteraciji</div>
<mat-icon (click)="addBatch()">add_circle</mat-icon>
<div class="col-1">{{newModel.batchSize}}</div>
<mat-icon (click)="removeBatch()">remove_circle</mat-icon>
</div>
</div>
</div><!--kraj unosa parametara-->
<hr>
<div class="m-5">
<app-graph [model]="newModel" [inputCols]="newModel.inputColNum"></app-graph>
<div class="row" id="rowhn">
<div class="col-3"></div>
<div class="col-2">Broj Skrivenih Slojeva</div>
<div class="col-1"><mat-icon (click)="addLayer()" (ngModelChange)="updateGraph()">add_circle</mat-icon></div>
<div class="col-1">{{newModel.hiddenLayers}}</div>
<div class="col-1"><mat-icon (click)="removeLayer()" (ngModelChange)="updateGraph()">remove_circle</mat-icon></div>
</div>
</div>
<hr>
<div class="row" style="max-width:60rem ;">
<div class="col text-center" *ngFor="let item of numSequence(newModel.hiddenLayers); let i=index" >
{{item}}
<div class="neuron">
<div style="text-align: center;">
<label >Skriveni sloj {{i+1}}</label>
</div>
<div class="row" style="margin-bottom: -10px;">
<mat-form-field appearance="fill">
<mat-label>Aktivaciona funkcija</mat-label>
<mat-select [(ngModel)]="newModel.layers[i].activationFunction">
<mat-option
*ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
[value]="option">
{{ optionName }}
</mat-option>
</mat-select>
</mat-form-field>
</div>
<div class="row" >
<div class="col-6" style="font-size: 13px;" >Broj čvorova</div>
<mat-icon (click)="addNeuron(i)">add_circle</mat-icon>
<div class="col-1">{{newModel.layers[i].neurons}}</div>
<mat-icon (click)="removeNeuron(i)">remove_circle</mat-icon>
</div>
<div class='row' style="margin-bottom: -7px;">
<mat-form-field appearance="fill">
<mat-label>Regularizacija</mat-label>
<mat-select [(ngModel)]="newModel.layers[i].regularisation">
<mat-option
*ngFor="let option of Object.keys(Regularisation); let optionName of Object.values(Regularisation)"
[value]="option">
{{ optionName }}
</mat-option>
</mat-select>
</mat-form-field>
</div>
<div class="row" style="margin-bottom: -7px;">
<mat-form-field appearance="fill">
<mat-label>Stopa regularizacije</mat-label>
<mat-select [(ngModel)]="newModel.layers[i].regularisationRate">
<mat-option
*ngFor="let option of Object.keys(RegularisationRate); let optionName of Object.values(RegularisationRate)"
[value]="option">
{{ optionName }}
</mat-option>
</mat-select>
</mat-form-field>
</div>
</div>
<br>
</div>
</div>
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