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<div id="header">
<h1>Napravite svoj model veštačke neuronske mreže</h1>
</div>
<div id="wrapper">
<div id="container" class="container p-5" style="background-color: white; min-height: 100%;">
<div class="form-group row mb-4 d-flex"> <!--justify-content-center-->
<h2 class="col-sm-2" style="color: #00171f"> Nov model: </h2>
<div class="col-sm-3">
<div class="mb-4">
<label for="name" class="col-form-label">Naziv modela:</label>
<input type="text" class="form-control" name="name" placeholder="Naziv..."
[(ngModel)]="newModel.name">
</div>
<div class="d-inline-flex align-items-center">
<label for="dateCreated" class="col-form-label">Datum:</label>
<input type="text" class="form-control-plaintext" id="dateCreated" placeholder="--/--/--"
value="{{newModel.dateCreated | date: 'dd/MM/yyyy'}}" readonly>
</div>
</div>
<div class="col-sm-5">
<label for="desc" class="col-sm-2 col-form-label">Opis:</label>
<div>
<textarea class="form-control" name="desc" rows="3" [(ngModel)]="newModel.description"></textarea>
</div>
</div>
</div>
<div class="my-5 justify-content-center">
<h2>Izvor podataka:</h2>
<app-dataset-load id="dataset"></app-dataset-load>
</div>
<div *ngIf="datasetLoadComponent" class="mt-2">
<div class="row">
<div class="col d-flex justify-content-center">
<h3>Izaberite ulazne kolone:</h3>
<div id="divInputs" class="form-check">
<br>
<div *ngFor="let item of datasetLoadComponent.dataset.header; let i = index">
<input *ngIf="i == 0" class="form-check-input" type="checkbox" value="{{item}}" id="cb_{{item}}" name="cbs" checked>
<input *ngIf="i != 0" class="form-check-input" type="checkbox" value="{{item}}" id="cb_{{item}}" name="cbs">
<label class="form-check-label" for="cb_{{item}}">
{{item}}
</label>
</div>
</div>
</div>
<div class="col d-flex justify-content-left">
<h3>Izaberite izlaznu kolonu:</h3>
<div id="divOutputs" class="form-check">
<br>
<div *ngFor="let item of datasetLoadComponent.dataset.header; let i = index">
<input *ngIf="i == 0" class="form-check-input" type="radio" value="{{item}}" id="rb_{{item}}" name="rbs" checked>
<input *ngIf="i != 0" class="form-check-input" type="radio" value="{{item}}" id="rb_{{item}}" name="rbs">
<label class="form-check-label" for="rb_{{item}}">
{{item}}
</label>
</div>
</div>
</div>
</div>
</div>
<h2>Parametri treniranja:</h2>
<div class="row">
<div class="col-2 mt-4">
<label for="type" class="col-form-label">Tip mreže: </label>
<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 class="col-1 mt-4">
<label for="encoding" class="col-form-label">Enkoding: </label>
<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 class="col-1 mt-4">
<label for="optimizer" class="col-form-label">Optimizacija: </label>
<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 class="col mt-4">
<label for="lossFunction" class="col-form-label">Funkcija obrade gubitka: </label>
<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 class="col-2">
<label for="inputLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>ulaznog sloja:</label>
<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 class="col">
<label for="hiddenLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>skrivenih slojeva:</label>
<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 class="col">
<label for="outputLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>izlaznog sloja:</label>
<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="row mt-5">
<div class="col-2">
<label for="inputNeurons" class="col-form-label">Broj ulaznih neurona: </label> <!--UMESTO OVOGA IDE NASUMICAN REDOSLED? YES/NO-->
<input type="number" min="1" class="form-control" name="inputNeurons" [(ngModel)]="newModel.inputNeurons">
</div>
<div class="col-2">
<label for="hiddenLayers" class="col-form-label">Broj skrivenih slojeva: </label>
<input type="number" min="1" class="form-control" name="hiddenLayers" [(ngModel)]="newModel.hiddenLayers">
</div>
<div class="col-3 ">
<label for="hiddenLayerNeurons" class="col-form-label">Broj neurona skrivenih slojeva: </label>
<input type="number" min="1" class="form-control" name="hiddenLayerNeurons" [(ngModel)]="newModel.hiddenLayerNeurons">
</div>
<div class="col-2">
<label for="batchSize" class="col-form-label">Broj uzorka po iteraciji: </label>
<input type="number" min="1" class="form-control" name="batchSize" [(ngModel)]="newModel.batchSize">
</div>
<div class="col-3 mt-1">
<label for="type" class="form-check-label mb-3"> Podela test skupa:
<input class="mx-3 form-check-input" type="checkbox" [checked]="newModel.randomTestSet"
(change)="newModel.randomTestSet = !newModel.randomTestSet">
</label>
<mat-slider min="0.1" max="0.9" step="0.1" value="0.2" name="randomTestSetDistribution" thumbLabel
[disabled]="!newModel.randomTestSet" [(ngModel)]="newModel.randomTestSetDistribution">
</mat-slider>
</div>
</div>
<br><br>
<div class="form-group row mt-5">
<div class="col-4"></div>
<button class="btn btn-lg col-4" style="background-color:#003459; color:white;" (click)="addModel();">Napravi model</button>
<div class="col-4"></div>
</div>
</div>
</div>
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