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<div>
<div class="form-group row mt-3 mb-2 d-flex justify-content-center">
<h2 class="col-2"> Nov model: </h2>
<div class="col-3">
<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="col-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 class="col-2">
<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>
<h2 class="mt-5 mb-4">Parametri treniranja:</h2>
<div>
<div class="row p-2">
<div class="col-1">
</div>
<div class="col-3">
<label for="type" class="col-form-label">Tip problema: </label>
</div>
<div class="col-2">
<select id=typeOptions class="form-control" name="type" [(ngModel)]="newModel.type"
(change)="filterOptions()">
<option
*ngFor="let option of Object.keys(ProblemType); let optionName of Object.values(ProblemType)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
<div class="col-1">
</div>
<div class="col-3">
<label for="hiddenLayers" class="col-form-label">Broj skrivenih slojeva: </label>
</div>
<div class="col-1">
<input type="number" min="1" class="form-control" name="hiddenLayers"
[(ngModel)]="newModel.hiddenLayers"
(change)="newModel.hiddenLayerActivationFunctions = [].constructor(newModel.hiddenLayers).fill(newModel.hiddenLayerActivationFunctions[0])">
</div>
</div>
<div class="row p-2">
<div class="col-1">
</div>
<div class="col-3">
<label for="encoding" class="col-form-label">Enkoding: </label>
</div>
<div class="col-2">
<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">
</div>
<div class="col-3">
<label for="hiddenLayerNeurons" class="col-form-label">Broj neurona skrivenih slojeva: </label>
</div>
<div class="col-1">
<input type="number" min="1" class="form-control" name="hiddenLayerNeurons"
[(ngModel)]="newModel.hiddenLayerNeurons">
</div>
</div>
<div class="row p-2">
<div class="col-1">
</div>
<div class="col-3">
<label for="optimizer" class="col-form-label">Optimizacija: </label>
</div>
<div class="col-2">
<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-1">
</div>
<div class="col-3">
<label for="batchSize" class="col-form-label">Broj uzorka po iteraciji: </label>
</div>
<div class="col-1">
<input type="number" min="1" class="form-control" name="batchSize" [(ngModel)]="newModel.batchSize">
</div>
</div>
<div class="row p-2">
<div class="col-1">
</div>
<div class="col-3">
<label for="lossFunction" class="col-form-label">Funkcija obrade gubitka: </label>
</div>
<div class="col-2">
<select id=lossFunctionOptions class="form-control" name="lossFunction"
[(ngModel)]="newModel.lossFunction" aria-checked="true">
<option
*ngFor="let option of Object.keys(lossFunction); let optionName of Object.values(lossFunction)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
<div class="col-1"></div>
<div class="col-3 mt-2">
<label for="type" class="form-check-label">Nasumičan redosled podataka?</label>
<input class="mx-3 form-check-input" type="checkbox" [(ngModel)]="newModel.randomOrder" type="checkbox"
value="" checked>
</div>
</div>
<div class="border m-3">
<div class="row p-2 m-2">
<div class="col-4">
<label for="splitYesNo" class="form-check-label">
<h3>Podela test skupa:
<input id="splitYesNo" class="form-check-input" type="checkbox"
[checked]="newModel.randomTestSet"
(change)="newModel.randomTestSet = !newModel.randomTestSet">
</h3>
</label>
</div>
<div class="col-8">
trening
<mat-slider style="width: 85%;" min="10" max="90" step="10" value="10"
name="randomTestSetDistribution" thumbLabel [disabled]="!newModel.randomTestSet"
[(ngModel)]="tempTestSetDistribution">
</mat-slider>
test
</div>
</div>
<div class="row p-2 mx-2">
<div class="col-4">
<label for="percentage" class="form-label">Procenat podataka koji se uzima za trening
skup:</label>
</div>
<div class="col-2">
<input id="percentage" type="number" class="form-control" min="10" max="90" step="10" value="90"
[(ngModel)]="tempTestSetDistribution" [disabled]="!newModel.randomTestSet">
</div>
</div>
</div>
<h3>Aktivacione funkcije:</h3>
<div class="row p-2 m-2" style="align-self: center;">
<div class="col-3">
<label for="hiddenLayerActivationFunction" class="col-form-label" style="text-align: center;">Funkcija
aktivacije skrivenih
slojeva:</label>
</div>
<div class="col-3">
<div *ngFor="let item of [].constructor(newModel.hiddenLayers); let i = index">
<div class="input-group mb-2">
<div class="input-group-prepend">
<span class="input-group-text">#{{i+1}}</span>
</div>
<select [id]="'hiddenLayerActivationFunctionOption_'+i" class="form-control"
[(ngModel)]="newModel.hiddenLayerActivationFunctions[i]">
<option
*ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
[value]="option">
{{ optionName }}
</option>
</select>
</div>
</div>
</div>
<div class="col-3">
<label for="outputLayerActivationFunction" class="col-form-label" style="text-align: center;">Funkcija
aktivacije izlaznog
sloja:</label>
</div>
<div class="col-3">
<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 class="col">
</div>
</div>
</div>
<br><br>
<hr>
<div class="form-check form-check-inline overflow-auto " style="width: max-content;">
<h3>Izaberite metrike:</h3>
<div id="divMetricsinput">
<div *ngFor="let option of Object.keys(metrics); let optionName of Object.values(metrics) "
class="form-check form-check-inline">
<input name="cbmetrics" class="form-check-input" type="checkbox" value="{{option}}"
id="metrics_{{option}}" style="float: left;">
<label class="form-check-label" for="metrics_{{option}}" for="inlineCheckbox2">
{{optionName}}
</label>
</div>
</div>
</div>
<div class="form-group row mt-5 mb-3">
<div class="col"></div>
<button class="btn btn-lg col-4" style="background-color:#003459; color:white;" (click)="addModel();">Sačuvaj
model</button>
<div class="col"></div>
</div>
</div>
|
