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<div class="container p-3" style="background-color: rgb(249, 251, 253); min-height: 100%;">
<h2 class="my-4 text-primary"> Nov model: </h2>
<div class="form-group row align-items-center">
<label for="name" class="col-sm-2 col-form-label col-form-label-lg">Naziv</label>
<div class="col-sm-7">
<input type="text" class="form-control form-control-lg" name="name" placeholder="Naziv..."
[(ngModel)]="newModel.name">
</div>
<div class="col-sm-3">
<input type="text" class="form-control-plaintext text-center" id="dateCreated" placeholder="--/--/--"
value="{{newModel.dateCreated | date: 'dd/MM/yyyy'}}" readonly>
</div>
</div>
<div class="form-group row my-2">
<label for="desc" class="col-sm-2 col-form-label">Opis</label>
<div class="col-sm-10">
<textarea class="form-control" name="desc" rows="3" [(ngModel)]="newModel.description"></textarea>
</div>
</div>
<!--<div class="form-group row">
<label for="value" class="col-4">Vrednost</label>
<div class="input-group">
<input type="number" min="0" class="form-control" name="value" placeholder="Vrednost..."
[(ngModel)]="newModel.value">
<div class="input-group-prepend">
<span class="input-group-text">#</span>
</div>
<input type="number" min="1" class="form-control" name="count" placeholder="Br." [(ngModel)]="newModel.count">
<input type="text" class="form-control" name="sum" placeholder="Suma"
value="=({{newModel.value * newModel.count}})" readonly>
</div>
</div>-->
<div class="my-4">
<label for="dataset">Izvor podataka:</label>
<app-dataset-load id="dataset"></app-dataset-load>
</div>
<div class="form-group row my-2">
<div class="col-sm-2 col-form-label">
<label for="type" class="form-check-label">Podela test skupa:
<input class="mx-3 form-check-input" type="checkbox" [checked]="newModel.randomTestSet"
(change)="newModel.randomTestSet = !newModel.randomTestSet">
</label>
</div>
<div>
<input type="range" min="0.1" max="0.9" step="0.1" class="form-control" name="randomTestSetDistribution"
[disabled]="!newModel.randomTestSet" [(ngModel)]="newModel.randomTestSetDistribution">
</div>
</div>
<h3> Parametri treniranja </h3>
<div class="form-group row my-2">
<label for="type" class="col-sm-2 col-form-label">Tip mreže: </label>
<div class="col-sm-10">
<select id=typeOptions class="form-control" name="type" [(ngModel)]="newModel.type">
<option *ngFor="let option of Object.keys(ANNType); let optionName of Object.values(ANNType)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
</div>
<div class="form-group row my-2">
<label for="encoding" class="col-sm-2 col-form-label">Enkoding: </label>
<div class="col-sm-10">
<select id=encodingOptions class="form-control" name="encoding" [(ngModel)]="newModel.encoding">
<option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
</div>
<div class="form-group row my-2">
<label for="optimizer" class="col-sm-2 col-form-label">Optimizacija: </label>
<div class="col-sm-10">
<select id=optimizerOptions class="form-control" name="optimizer" [(ngModel)]="newModel.optimizer">
<option *ngFor="let option of Object.keys(Optimizer); let optionName of Object.values(Optimizer)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
</div>
<div class="form-group row my-2">
<label for="lossFunction" class="col-sm-2 col-form-label">Funkcija obrade gubitka: </label>
<div class="col-sm-10">
<select id=lossFunctionOptions class="form-control" name="lossFunction" [(ngModel)]="newModel.lossFunction">
<option *ngFor="let option of Object.keys(LossFunction); let optionName of Object.values(LossFunction)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
</div>
<div class="form-group row my-2">
<label for="inputNeurons" class="col-sm-2 col-form-label">Broj ulaznih neurona: </label>
<div class="col-sm-10">
<input type="number" min="1" class="form-control" name="inputNeurons" [(ngModel)]="newModel.inputNeurons">
</div>
</div>
<div class="form-group row my-2">
<label for="inputLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije ulaznog sloja:
</label>
<div class="col-sm-10">
<select id=inputLayerActivationFunctionOptions class="form-control" name="inputLayerActivationFunction"
[(ngModel)]="newModel.inputLayerActivationFunction">
<option
*ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
</div>
<div class="form-group row my-2">
<label for="hiddenLayerNeurons" class="col-sm-2 col-form-label">Broj neurona skrivenih slojeva: </label>
<div class="col-sm-10">
<input type="number" min="1" class="form-control" name="hiddenLayerNeurons"
[(ngModel)]="newModel.hiddenLayerNeurons">
</div>
</div>
<div class="form-group row my-2">
<label for="hiddenLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije skrivenih
slojeva:
</label>
<div class="col-sm-10">
<select id=hiddenLayerActivationFunctionOptions class="form-control" name="hiddenLayerActivationFunction"
[(ngModel)]="newModel.hiddenLayerActivationFunction">
<option
*ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
</div>
<div class="form-group row my-2">
<label for="hiddenLayers" class="col-sm-2 col-form-label">Broj skrivenih slojeva: </label>
<div class="col-sm-10">
<input type="number" min="1" class="form-control" name="hiddenLayers" [(ngModel)]="newModel.hiddenLayers">
</div>
</div>
<div class="form-group row my-2">
<label for="outputLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije izlaznog
sloja:
</label>
<div class="col-sm-10">
<select id=outputLayerActivationFunctionOptions class="form-control" name="outputLayerActivationFunction"
[(ngModel)]="newModel.outputLayerActivationFunction">
<option
*ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
</div>
<div class="form-group row my-2">
<label for="batchSize" class="col-sm-2 col-form-label">Broj uzorka po iteraciji: </label>
<div class="col-sm-10">
<input type="number" min="1" class="form-control" name="batchSize" [(ngModel)]="newModel.batchSize">
</div>
</div>
<div class=" form-group row my-4">
<div class="col-4"></div>
<button class="btn btn-lg btn-primary col-4" (click)="addModel();">Dodaj</button>
<div class="col-4"></div>
</div>
</div>
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