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<div>
<div class="d-flex flex-row justify-content-center align-items-center mt-3 mb-5">
<button type="button" id="btnMyModel" class="btn" (click)="viewMyModelsForm()"
[ngClass]="{'btnType1': showMyModels, 'btnType2': !showMyModels}">
Izaberite model iz kolekcije
</button>
<h3 class="mt-3 mx-3">ili</h3>
<button type="button" id="btnNewModel" class="btn" (click)="viewNewModelForm()"
[ngClass]="{'btnType1': !showMyModels, 'btnType2': showMyModels}">
Dodajte novi model
</button>
</div>
<div *ngIf="showMyModels" class="px-5 my-3">
<input *ngIf="showMyModels" type="text" class="form-control" placeholder="Pretraga" [(ngModel)]="term">
</div>
<div *ngIf="showMyModels" class="px-5">
<div class="overflow-auto" style="max-height: 500px;">
<ul class="list-group">
<li class="list-group-item p-3" *ngFor="let model of myModels|filter:term|filter:(forExperiment ? forExperiment.type : '')"
[ngClass]="{'selectedModelClass': this.selectedModel == model}">
<app-item-model name="usersModel" [model]="model" (click)="selectThisModel(model);">
</app-item-model>
</li>
</ul>
<div class="px-5 mt-5">
<!--prikaz izabranog modela-->
</div>
</div>
</div>
<div *ngIf="!showMyModels">
<div class="form-group row mt-3 mb-2 d-flex justify-content-center">
<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>
<h2 class="mt-5 mb-4 mx-5">Parametri treniranja modela:</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-select" 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])"
(ngModelChange)="updateGraph()">
</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-select" 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="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" (ngModelChange)="updateGraph()">
</div>
</div>
<div class="row p-2">
<div class="col-1"></div>
<div class="col-3">
<label for="lossFunction" class="col-form-label">Funkcija troška: </label>
</div>
<div class="col-2">
<select id=lossFunctionOptions class="form-select" 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">
<label for="batchSize" class="col-form-label">Broj uzorka po iteraciji: </label>
</div>
<div class="col-1">
<input type="number" min="0" step="1" max="7" class="form-control" name="batchSizePower" [(ngModel)]="batchSizePower" (click)="updateBatchSize()" >
{{newModel.batchSize}}
</div>
<div class="row p-2">
<div class="col-1"></div>
<div class="col-3 m-1">
<label for="epochs" class="col-form-label">Broj epoha: </label>
</div>
<div class="col-1">
<input type="number" min="1" max="1000" class="form-control" name="epochs"
[(ngModel)]="newModel.epochs">
</div>
</div>
</div>
<div class="m-5">
<app-graph [model]="newModel" [inputCols]="1"></app-graph>
</div>
<h3 class="mx-5 mt-4">Aktivacione funkcije:</h3>
<div class="row p-2" style="align-self: center;">
<div class="col-1"></div>
<div class="col-3">
<label for="hiddenLayerActivationFunction" class="col-form-label"
style="text-align: center;">Funkcija aktivacije<br>skrivenih slojeva:</label>
</div>
<div class="col-2 mt-2">
<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-select"
[(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-1"></div>
<div class="col-2">
<label for="outputLayerActivationFunction" class="col-form-label"
style="text-align: center;">Funkcija aktivacije<br>izlaznog sloja:</label>
</div>
<div class="col-2 mt-2">
<select id=outputLayerActivationFunctionOptions class="form-select"
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>
<div class="form-check form-check-inline overflow-auto m-4" style="width: max-content;">
<h3>Izaberite metrike:</h3>
<div id="divMetricsinput" class="mt-2 mx-5">
<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;" checked>
<label class="form-check-label" for="metrics_{{option}}" for="inlineCheckbox2">
{{optionName}}
</label>
</div>
</div>
</div>
<div class="form-group row mt-3 mb-3">
<div class="col"></div>
<button class="btn btn-lg col-4" style="background-color:#003459; color:white;"
(click)="uploadModel();">Sačuvaj
model</button>
<div class="col"></div>
</div>
</div>
</div>
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