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Diffstat (limited to 'frontend/src/app/_pages/add-model/add-model.component.html')
| -rw-r--r-- | frontend/src/app/_pages/add-model/add-model.component.html | 402 |
1 files changed, 235 insertions, 167 deletions
diff --git a/frontend/src/app/_pages/add-model/add-model.component.html b/frontend/src/app/_pages/add-model/add-model.component.html index bc292bb9..004f308b 100644 --- a/frontend/src/app/_pages/add-model/add-model.component.html +++ b/frontend/src/app/_pages/add-model/add-model.component.html @@ -1,189 +1,257 @@ -<div class="container p-3" style="background-color: rgb(249, 251, 253); min-height: 100%;"> +<div id="header"> + <h1>Napravite svoj model veštačke neuronske mreže</h1> +</div> - <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 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"> <!--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> - - <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 class="mt-5 justify-content-center"> + <h2>Izvor podataka:</h2> + <app-dataset-load id="dataset" (loaded)="datasetLoaded = true"></app-dataset-load> </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 *ngIf="datasetLoaded"> + <div *ngIf="datasetLoadComponent" class="row"> + <div class="col d-flex justify-content-center"> + <h3>Izaberite ulazne kolone:</h3> + <div id="divInputs" class="form-check mt-2"> + <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 mt-2"> + <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> - </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>--> + + + <h2 class="mt-5 mb-4">Parametri treniranja:</h2> - <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="row p-2"> + <div class="col-1"> + </div> + <div class="col-3"> + <label for="type" class="col-form-label">Tip mreže: </label> + </div> + <div class="col-2"> + <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"> + </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"> + </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="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="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="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="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="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"> + <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 class="col-1"> + </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="row p-2"> + <div class="col-1"> + </div> + <div class="col-3"> + <label for="inputLayerActivationFunction" class="col-form-label">Funkcija aktivacije ulaznog sloja:</label> + </div> + <div class="col-2"> + <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-1"> + </div> + <div class="col-5"> + <label for="type" class="form-check-label">Podela test skupa: + <input class="form-check-input" type="checkbox" [checked]="newModel.randomTestSet" + (change)="newModel.randomTestSet = !newModel.randomTestSet"> + </label> + test + <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> + trening + </div> + <div class="col"> + </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="row p-2"> + <div class="col-1"> + </div> + <div class="col-3"> + <label for="hiddenLayerActivationFunction" class="col-form-label">Funkcija aktivacije skrivenih slojeva:</label> + </div> + <div class="col-2"> + <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"> + </div> + <div class="col"> + </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 class="row p-2"> + <div class="col-1"> + </div> + <div class="col-3"> + <label for="outputLayerActivationFunction" class="col-form-label">Funkcija aktivacije izlaznog sloja:</label> + </div> + <div class="col-2"> + <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 class="col"> + </div> + </div> </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> + <br><br> + <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> + <button class="btn btn-lg col-4" style="background-color:#003459; color:white;" (click)="trainModel();">Treniraj model</button> + <div class="col"></div> </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> - <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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