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<div id="container">
<div class="ns-row">
<div class="ns-col">
<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="ns-col">
<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 class="break-1"></div>
<div class="ns-col">
<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="ns-col">
<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 class="break-2"></div>
<div class="ns-col">
<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="ns-col">
<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 class="break-1"></div>
<div class="ns-col">
<mat-form-field appearance="fill">
<mat-label>Broj epoha</mat-label>
<input type="number" matInput [(ngModel)]="newModel.epochs" min="1" max="1000">
</mat-form-field>
</div>
<div class="ns-col">
<mat-form-field appearance="fill">
<mat-label>Broj uzoraka po iteraciji</mat-label>
<mat-select matNativeControl required [(value)]="newModel.batchSize">
<mat-option *ngFor="let option of Object.keys(BatchSize); let optionName of Object.values(BatchSize)" [value]="option">{{option}}</mat-option>
</mat-select>
</mat-form-field>
</div>
</div>
</div>
<!--kraj unosa parametara-->
<hr>
<div class="m-2">
<app-graph [model]="newModel" [inputCols]="newModel.inputColNum"></app-graph>
</div>
<div class="ns-row">
<div class ="ns-col" id="layers-control">
<div>Broj Skrivenih Slojeva</div>
<button class="btn-clear btn-icon" (click)="addLayer()">
<mat-icon>add</mat-icon>
</button>
<div>{{newModel.hiddenLayers}}</div>
<button class="btn-clear btn-icon" (click)="removeLayer()">
<mat-icon>remove</mat-icon>
</button>
</div>
<div class="break-1"></div>
<div class="ns-col">
<mat-form-field appearance="fill">
<mat-label>Aktivaciona funkcija svih slojeva</mat-label>
<mat-select [(ngModel)]="selectedActivation" (selectionChange)="changeAllActivation()" >
<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="ns-col">
<mat-form-field appearance="fill">
<mat-label>Broj Neurona svih slojeva</mat-label>
<input matInput type="number" [(ngModel)]="selectedNumberOfNeurons" (change)="changeAllNumberOfNeurons()">
</mat-form-field>
</div>
<div class="break-2"></div>
<div class="ns-col">
<mat-form-field appearance="fill">
<mat-label>Regularizacija svih slojeva</mat-label>
<mat-select [(ngModel)]="selectedRegularisation" (selectionChange)="changeAllRegularisation()">
<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="ns-col">
<mat-form-field appearance="fill">
<mat-label>Stopa regularizacije svih slojeva</mat-label>
<mat-select [(ngModel)]="selectedRegularisationRate" (selectionChange)="changeAllRegularisationRate()">
<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>
<!--kraj selectall**********************************************************************************-->
<hr>
<div id="layers">
<div class="layer" *ngFor="let item of newModel.layers; let i=index">
<div class="text-center">
#{{i+1}}
</div>
<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 class="d-flex flex-row align-items-center justify-content-center m-1">
<div class="col-6" style="font-size: 13px;">Broj čvorova</div>
<button class="btn-clear btn-icon" (click)="addNeuron(i)">
<mat-icon>add</mat-icon>
</button>
<div class="col-2 text-center" >{{newModel.layers[i].neurons}}</div>
<button class="btn-clear btn-icon" (click)="removeNeuron(i)">
<mat-icon>remove</mat-icon>
</button>
</div>
<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>
<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>
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