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-rw-r--r--frontend/src/app/_elements/folder/folder.component.css73
-rw-r--r--frontend/src/app/_elements/folder/folder.component.html44
-rw-r--r--frontend/src/app/_elements/folder/folder.component.ts34
-rw-r--r--frontend/src/app/_elements/form-dataset/form-dataset.component.css38
-rw-r--r--frontend/src/app/_elements/form-dataset/form-dataset.component.html81
-rw-r--r--frontend/src/app/_elements/form-model/form-model.component.css126
-rw-r--r--frontend/src/app/_elements/form-model/form-model.component.html278
-rw-r--r--frontend/src/app/_elements/form-model/form-model.component.ts133
-rw-r--r--frontend/src/app/_elements/graph/graph.component.html2
-rw-r--r--frontend/src/app/_elements/graph/graph.component.ts44
-rw-r--r--frontend/src/app/_elements/navbar/navbar.component.html8
11 files changed, 472 insertions, 389 deletions
diff --git a/frontend/src/app/_elements/folder/folder.component.css b/frontend/src/app/_elements/folder/folder.component.css
index 3e865576..ce9b9fad 100644
--- a/frontend/src/app/_elements/folder/folder.component.css
+++ b/frontend/src/app/_elements/folder/folder.component.css
@@ -8,7 +8,7 @@
display: flex;
flex-direction: row;
align-items: flex-end;
- height: 4rem;
+ height: 3.1rem;
}
#tabs>.folder-tab:not(:first-child) {
@@ -83,16 +83,15 @@
#search-options {
margin-left: auto;
- margin-top: 7px;
display: flex;
flex-direction: row;
align-items: center;
+ height: 100%;
}
#selected-content {
background-color: var(--ns-bg-dark-50);
width: 100%;
- height: 36rem;
/*backdrop-filter: blur(2px);*/
border-color: var(--ns-primary);
border-style: solid;
@@ -120,4 +119,72 @@
.rounded-bottom {
border-top-right-radius: 0;
border-top-left-radius: 0;
+}
+
+.separator {
+ border-left-color: var(--ns-primary);
+ border-left-width: 1px;
+ border-left-style: solid;
+}
+
+.list-view {
+ height: 100%;
+ overflow-y: auto;
+}
+
+.list-item {
+ height: 3rem;
+ display: flex;
+ flex-direction: row;
+ align-items: center;
+ justify-content: space-between;
+ border-bottom: 1px solid var(--ns-primary);
+}
+
+.list-item:hover {
+ background-color: var(--ns-bg-dark-100);
+ box-shadow: 0px 3px 3px var(--ns-primary);
+}
+
+.list-item:hover>.hover-hide {
+ display: none;
+}
+
+.folder-inside {
+ width: 100%;
+ height: 40rem;
+ overflow-y: auto;
+}
+
+.file-content {
+ width: 100%;
+ height: 100%;
+ position: relative;
+}
+
+.file-bottom-buttons {
+ position: absolute;
+ bottom: 15px;
+ right: 15px;
+ display: flex;
+ flex-direction: row-reverse;
+}
+
+.file-button {
+ position: relative;
+ color: var(--offwhite);
+ border-radius: 4px;
+ border: 1px solid var(--ns-primary);
+ margin: 5px;
+ padding: 5px;
+ cursor: pointer;
+ z-index: 1001;
+ display: flex;
+ flex-direction: row;
+ align-items: center;
+ justify-content: center;
+}
+
+.file-button:hover {
+ background-color: var(--ns-primary);
} \ No newline at end of file
diff --git a/frontend/src/app/_elements/folder/folder.component.html b/frontend/src/app/_elements/folder/folder.component.html
index 95e99911..f0bc409a 100644
--- a/frontend/src/app/_elements/folder/folder.component.html
+++ b/frontend/src/app/_elements/folder/folder.component.html
@@ -1,4 +1,4 @@
-<div id="folder" style="width: 60rem;">
+<div id="folder">
<div id="tabs">
<div id="new-file-tab" class="folder-tab p-1 rounded-top" [style]="'z-index:' + newFileZIndex() + ' ;'" [ngClass]="{'selected-tab' : newFileSelected, 'hover-tab' : hoveringOverFileIndex == -2}">
<mat-icon class="text-offwhite">add</mat-icon>
@@ -24,7 +24,6 @@
</div>
<div id="search-options">
<div id="collapseFilters" class="collapse collapse-horizontal">
-
<mat-icon class="text-offwhite ">timeline</mat-icon>
Regresioni
<mat-icon class="text-offwhite ">looks_two</mat-icon>
@@ -32,19 +31,48 @@
<mat-icon class="text-offwhite ">auto_awesome_motion</mat-icon>
Multiklasifikacioni
</div>
- <a class="tab-link p-1" data-bs-toggle="collapse" data-bs-target="#collapseFilters" aria-expanded="false" aria-controls="collapseFilters">
+ <button class="btn-clear icon-toggle" data-bs-toggle="collapse" data-bs-target="#collapseFilters" aria-expanded="false" aria-controls="collapseFilters">
<mat-icon>filter_alt</mat-icon>
- </a>
+ </button>
<div id="collapseSort" class="collapse collapse-horizontal">
[sort options here TODO]
</div>
- <a class="tab-link p-1" data-bs-toggle="collapse" data-bs-target="#collapseSort" aria-expanded="false" aria-controls="collapseSort">
+ <button class="btn-clear icon-toggle" data-bs-toggle="collapse" data-bs-target="#collapseSort" aria-expanded="false" aria-controls="collapseSort">
<mat-icon>sort</mat-icon>
- </a>
+ </button>
+ <button class="btn-clear icon-toggle separator" [ngClass]="{'icon-toggle-on': listView}" (click)="toggleListView()">
+ <mat-icon>view_list</mat-icon>
+ </button>
+ </div>
+ </div>
+ <!--{{fileToDisplay ? fileToDisplay.name : 'No file selected.'}} {{selectedFileIndex}} {{hoveringOverFileIndex}}-->
+ <div [ngSwitch]="listView" class="folder-inside">
+ <div class="file-content" [ngSwitch]="type" *ngSwitchCase="false">
+ <div class="file-bottom-buttons">
+ <button class="btn-clear file-button" (click)="deleteFile()">
+ <mat-icon>delete</mat-icon>
+ </button>
+ <button class="btn-clear file-button">
+ <mat-icon>link</mat-icon>
+ </button>
+ <button class="btn-clear file-button">
+ <mat-icon>zoom_out_map</mat-icon>
+ </button>
+ </div>
+ <app-form-model [model]="fileToDisplay" *ngSwitchCase="FolderType.Model"></app-form-model>
+ <app-form-dataset *ngSwitchCase="FolderType.Dataset"></app-form-dataset>
+ </div>
+ <div *ngSwitchCase="true" class="list-view">
+ <div *ngFor="let file of filteredFiles; let i = index" class="list-item">
+ <div class="mx-2">
+ <a class="force-link" (click)="selectFile(i)">{{file.name}}</a>
+ </div>
+ <div class="mx-2 hover-hide">
+ {{file.lastUpdated | date}}
+ </div>
+ </div>
</div>
</div>
- <!-- {{fileToDisplay ? fileToDisplay.name : 'No file selected.'}} {{selectedFileIndex}} {{hoveringOverFileIndex}}-->
- <app-form-dataset></app-form-dataset>
</div>
<div id="footer" [ngSwitch]="newFileSelected">
<button mat-button (click)="saveNewFile()" class="bottom-button text-offwhite rounded-bottom" *ngSwitchCase="true">
diff --git a/frontend/src/app/_elements/folder/folder.component.ts b/frontend/src/app/_elements/folder/folder.component.ts
index 91565f3c..4bf964b6 100644
--- a/frontend/src/app/_elements/folder/folder.component.ts
+++ b/frontend/src/app/_elements/folder/folder.component.ts
@@ -1,5 +1,6 @@
import { Component, EventEmitter, Input, OnInit, Output } from '@angular/core';
import Dataset from 'src/app/_data/Dataset';
+import { FolderFile, FolderType } from 'src/app/_data/FolderFile';
import Model from 'src/app/_data/Model';
@Component({
@@ -11,7 +12,7 @@ export class FolderComponent implements OnInit {
@Input() folderName: string = 'Moji podaci';
- @Input() files!: (Dataset | Model)[]
+ @Input() files!: FolderFile[]
newFile!: Dataset | Model;
@@ -20,12 +21,12 @@ export class FolderComponent implements OnInit {
newFileSelected: boolean = true;
selectedFileIndex: number = -1;
- selectedFile?: (Dataset | Model);
+ selectedFile?: FolderFile;
hoveringOverFileIndex: number = -1;
- fileToDisplay?: (Dataset | Model);
+ fileToDisplay?: FolderFile;
- @Output() selectedFileChanged: EventEmitter<(Dataset | Model)> = new EventEmitter();
+ @Output() selectedFileChanged: EventEmitter<FolderFile> = new EventEmitter();
@Output() okPressed: EventEmitter<string> = new EventEmitter();
searchTerm: string = '';
@@ -71,6 +72,7 @@ export class FolderComponent implements OnInit {
this.fileToDisplay = this.newFile;
this.selectedFile = this.newFile;
this.newFileSelected = true;
+ this.listView = false;
this.selectedFileChanged.emit(this.newFile);
}
@@ -79,6 +81,7 @@ export class FolderComponent implements OnInit {
this.selectedFile = this.filteredFiles[index];
this.fileToDisplay = this.filteredFiles[index];
this.newFileSelected = false;
+ this.listView = false;
this.selectedFileChanged.emit(this.selectedFile);
}
@@ -113,9 +116,10 @@ export class FolderComponent implements OnInit {
clearSearchTerm() {
this.searchTerm = '';
+ this.searchTermsChanged();
}
- filteredFiles: (Dataset | Model)[] = [];
+ filteredFiles: FolderFile[] = [];
searchTermsChanged() {
this.filteredFiles.length = 0;
@@ -128,9 +132,21 @@ export class FolderComponent implements OnInit {
}
}
}
+
+ listView: boolean = false;
+
+ toggleListView() {
+ this.listView = !this.listView;
+ }
+
+ deleteFile() {
+ console.log('delete');
+ }
+
+ FolderType = FolderType;
}
-export enum FolderType {
- Dataset,
- Model
-}
+export enum Privacy {
+ Private,
+ Public
+} \ No newline at end of file
diff --git a/frontend/src/app/_elements/form-dataset/form-dataset.component.css b/frontend/src/app/_elements/form-dataset/form-dataset.component.css
index 1a5bd03d..6b3e2bed 100644
--- a/frontend/src/app/_elements/form-dataset/form-dataset.component.css
+++ b/frontend/src/app/_elements/form-dataset/form-dataset.component.css
@@ -1,28 +1,24 @@
+.folderBox {
+ width: 100%;
+ height: 100%;
+ position: relative;
+}
-
- .folderBox
- {
- width: 100%;
- height: 93%;
- position: relative;
- }
-
- .icon-display {
+.icon-display {
position: absolute;
- transform: scale(4);
- vertical-align: middle;
- top: 40%;
+ top: 50%;
left: 50%;
- }
- .bottomBar
- {
- position: absolute;
- bottom: 0%;
- left: 5%;
- }
+ transform: translate(-50%, -50%) scale(4);
+}
+
+.bottomBar {
+ position: absolute;
+ bottom: 0%;
+ left: 5%;
+}
- #bottomButton{
+#bottomButton {
background-color: var(--ns-bg-dark-100);
width: 10%;
height: 65%;
- } \ No newline at end of file
+} \ No newline at end of file
diff --git a/frontend/src/app/_elements/form-dataset/form-dataset.component.html b/frontend/src/app/_elements/form-dataset/form-dataset.component.html
index 615e3afe..50a33583 100644
--- a/frontend/src/app/_elements/form-dataset/form-dataset.component.html
+++ b/frontend/src/app/_elements/form-dataset/form-dataset.component.html
@@ -1,8 +1,6 @@
<div class="folderBox">
-
- <div >
- <mat-icon class="icon-display">upload</mat-icon>
- </div>
+
+ <mat-icon class="icon-display">upload</mat-icon>
<!--
<div class="px-5 mt-5">
@@ -10,64 +8,47 @@
</div>
-->
-
<div class="bottomBar">
<div class="row">
- <div class="col-sm">
- <div role="group">
- <div class="row">
- <mat-form-field class="example-full-width" appearance="fill">
- <mat-label>Naziv</mat-label>
- <input type="text" matInput value="titanik.csv" ><!--[formControl]="nameFormControl"-->
-
- <mat-error *ngIf="nameFormControl.hasError('required')">
- Naziv je <strong>obavezan</strong>
- </mat-error>
- </mat-form-field>
- </div>
+ <div class="col-sm">
+ <div role="group">
+ <div class="row">
+ <mat-form-field class="example-full-width" appearance="fill">
+ <mat-label>Naziv</mat-label>
+ <input type="text" matInput value="titanik.csv">
+ <!--[formControl]="nameFormControl"-->
+
+ <mat-error *ngIf="nameFormControl.hasError('required')">
+ Naziv je <strong>obavezan</strong>
+ </mat-error>
+ </mat-form-field>
+ </div>
+ </div>
</div>
- </div>
- <div class="col-sm mb-3">
-
- <input id="fileInput" class="form-control btn-lg" type="file" class="upload" (change)="changeListener($event)" accept=".csv">
-
- </div>
- <div class="col-sm">
-
- <mat-form-field appearance="fill">
- <mat-select id="delimiterOptions" [(ngModel)]="dataset.delimiter" (change)="update()">
- <mat-option *ngFor="let option of delimiterOptions">
- {{ option }}
- </mat-option>
- </mat-select>
- </mat-form-field>
- </div>
-
- <div class="col-sm">
+ <div class="col-sm mb-3">
- <input type="checkbox" class="btn-check" id="checkboxAccessibleByLink"
- [(ngModel)]="dataset.accessibleByLink" value="">
- <label class="btn btn-outline-primary" for="checkboxAccessibleByLink">
- <mat-icon>link</mat-icon>
- </label>
+ <input id="fileInput" class="form-control btn-lg" type="file" class="upload" (change)="changeListener($event)" accept=".csv">
- </div>
- <div class="col-sm">
- <button mat-button id="bottomButton">
- <mat-icon>zoom_in</mat-icon>
- </button>
- </div>
+ </div>
+ <div class="col-sm">
+
+ <mat-form-field appearance="fill">
+ <mat-select id="delimiterOptions" [(ngModel)]="dataset.delimiter" (change)="update()">
+ <mat-option *ngFor="let option of delimiterOptions">
+ {{ option }}
+ </mat-option>
+ </mat-select>
+ </mat-form-field>
+ </div>
</div>
- </div>
+ </div>
<div class="btn-group" role="group" aria-label="Button group with nested dropdown">
-
-
</div>
-<!--
+ <!--
<div class="d-flex flex-row align-items-center justify-content-center w-100 my-2">
<button (click)="uploadDataset()" class="btn btn-lg col-4" style="background-color:#003459; color:white;">Dodaj izvor podataka</button>
</div>
diff --git a/frontend/src/app/_elements/form-model/form-model.component.css b/frontend/src/app/_elements/form-model/form-model.component.css
index 051e23fc..c0ae9365 100644
--- a/frontend/src/app/_elements/form-model/form-model.component.css
+++ b/frontend/src/app/_elements/form-model/form-model.component.css
@@ -1,52 +1,114 @@
-#container{
- color:var(--offwhite);
+#container {
+ color: var(--offwhite);
}
-mat-label{
+
+mat-label {
color: var(--offwhite) !important;
}
-select{
+
+select {
color: var(--offwhite) !important;
}
-mat-form-field{
+
+mat-form-field {
color: var(--offwhite) !important;
padding: 0;
+ margin: 5px;
+ font-size: 12px;
+ width: 100%;
}
-hr{
- color:var(--ns-primary) 100%;
- margin-bottom: 30px;
- height: 2px;
+hr {
+ color: var(--offwhite) !important;
+ margin-bottom: 30px;
+ ;
}
-.row{
- margin: 0;
- padding: 0;
-}
-mat-icon{
- color: var(--ns-primary);
-}
-#rowhn{
- margin-bottom:-50px;
- padding: 0;
-}
-.neuron{
-
+
+.neuron {
text-align: justify;
- border: 1px solid var(--ns-primary);
+ border: 1px solid white;
border-radius: 5px;
padding: 0;
- color: white!important;
+ color: var(--offwhite) !important;
background-color: var(--ns-bg-dark-100) !important;
min-width: none;
max-width: 12.5rem;
-
}
-mat-form-field{
- font-size: 15px;
-}
-col-1{
+
+col-1 {
text-align: center;
}
-mat-icon{
- margin-right: 5px;
- margin-left: -7px;
+
+.row {
+ margin: 0;
+ padding: 0;
+}
+
+.ns-row {
+ width: 98%;
+ display: flex;
+ flex-direction: row;
+ flex-wrap: wrap;
+ margin: 0;
+ padding: 0;
+}
+
+.ns-col {
+ flex-grow: 1;
+ padding: 2px;
+ margin-bottom: 0;
+ padding-bottom: 0;
+}
+
+::ng-deep .mat-form-field-wrapper {
+ margin-bottom: -1.85em;
+}
+
+.break-1,
+.break-2 {
+ height: 1px;
+ width: 100%;
+}
+
+@media screen and (min-width: 1200px) {
+ .break-1 {
+ display: none;
+ }
+}
+
+@media screen and (min-width: 2175px) {
+ .break-2 {
+ display: none;
+ }
+}
+
+#layers-control {
+ display: flex;
+ flex-direction: row;
+ align-items: center;
+ justify-content: center;
+}
+
+#layers {
+ margin: 0;
+ padding: 0;
+ display: flex;
+ flex-direction: row;
+ overflow-x: auto;
+ overflow-wrap: break-word;
+ overflow-y: hidden;
+ width: 100%;
+}
+
+.layer {
+ border: 1px solid var(--ns-primary);
+ border-radius: 4px;
+ margin: 5px;
+ padding: 3px;
+ width: 12rem;
+ height: 13rem;
+}
+
+.layer>mat-form-field {
+ margin-left: 0;
} \ No newline at end of file
diff --git a/frontend/src/app/_elements/form-model/form-model.component.html b/frontend/src/app/_elements/form-model/form-model.component.html
index 6435b8d6..396d40c6 100644
--- a/frontend/src/app/_elements/form-model/form-model.component.html
+++ b/frontend/src/app/_elements/form-model/form-model.component.html
@@ -1,169 +1,153 @@
<div id="container">
- <div class="row">
- <div class="col-sm">
- <div class="row">
- <mat-form-field class="example-full-width" appearance="fill">
- <mat-label>Naziv</mat-label>
- <input type="text" matInput [(ngModel)]="newModel.name">
- </mat-form-field>
+ <div class="ns-row">
+
+ <div class="ns-col">
+ <mat-form-field class="example-full-width" appearance="fill">
+ <mat-label>Naziv</mat-label>
+ <input type="text" matInput [(ngModel)]="newModel.name">
+ </mat-form-field>
</div>
- <div class="row">
+ <div class="ns-col">
<mat-form-field appearance="fill">
<mat-label>Tip problema</mat-label>
- <mat-select [(ngModel)]="newModel.type">
- <mat-option
- *ngFor="let option of Object.keys(ProblemType); let optionName of Object.values(ProblemType)"
- [value]="option">
- {{ optionName }}
- </mat-option>
+ <mat-select [(ngModel)]="newModel.type">
+ <mat-option *ngFor="let option of Object.keys(ProblemType); let optionName of Object.values(ProblemType)" [value]="option">
+ {{ optionName }}
+ </mat-option>
</mat-select>
-
- </mat-form-field>
+
+ </mat-form-field>
</div>
- </div>
- <div class="col-sm">
- <div class="row">
+
+ <div class="break-1"></div>
+
+ <div class="ns-col">
<mat-form-field appearance="fill">
<mat-label>Optimizacija</mat-label>
- <mat-select [(ngModel)]="newModel.optimizer">
- <mat-option
- *ngFor="let option of Object.keys(Optimizer); let optionName of Object.values(Optimizer)"
- [value]="option">
- {{ optionName }}
- </mat-option>
+ <mat-select [(ngModel)]="newModel.optimizer">
+ <mat-option *ngFor="let option of Object.keys(Optimizer); let optionName of Object.values(Optimizer)" [value]="option">
+ {{ optionName }}
+ </mat-option>
</mat-select>
-
- </mat-form-field>
+
+ </mat-form-field>
</div>
- <div class="row">
- <mat-form-field appearance="fill">
+ <div class="ns-col">
+ <mat-form-field appearance="fill">
<mat-label>Funkcija troška</mat-label>
<mat-select [(ngModel)]="newModel.lossFunction">
- <mat-option
- *ngFor="let option of Object.keys(LossFunction); let optionName of Object.values(LossFunction)"
- [value]="option">
- {{ optionName }}
- </mat-option>
+ <mat-option *ngFor="let option of Object.keys(LossFunction); let optionName of Object.values(LossFunction)" [value]="option">
+ {{ optionName }}
+ </mat-option>
</mat-select>
-
- </mat-form-field>
+
+ </mat-form-field>
</div>
- </div>
- <div class="col-sm">
- <div class="row">
-
- <mat-form-field appearance="fill">
- <mat-label>Funkcija aktivacije izlaznog sloja</mat-label>
- <mat-select name="outputLayerActivationFunction" [(ngModel)]="newModel.outputLayerActivationFunction">
- <mat-option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </mat-option>
- </mat-select>
-
- </mat-form-field>
-
+
+ <div class="break-2"></div>
+
+ <div class="ns-col">
+ <mat-form-field appearance="fill">
+ <mat-label>Funkcija aktivacije izlaznog sloja</mat-label>
+ <mat-select name="outputLayerActivationFunction" [(ngModel)]="newModel.outputLayerActivationFunction">
+ <mat-option *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)" [value]="option">
+ {{ optionName }}
+ </mat-option>
+ </mat-select>
+ </mat-form-field>
</div>
- <div class="row">
- <mat-form-field appearance="fill">
+ <div class="ns-col">
+ <mat-form-field appearance="fill">
<mat-label>Stopa učenja</mat-label>
- <mat-select [(ngModel)]="newModel.learningRate">
- <mat-option
- *ngFor="let option of Object.keys(LearningRate); let optionName of Object.values(LearningRate)"
- [value]="option">
- {{ optionName }}
- </mat-option>
+ <mat-select [(ngModel)]="newModel.learningRate">
+ <mat-option *ngFor="let option of Object.keys(LearningRate); let optionName of Object.values(LearningRate)" [value]="option">
+ {{ optionName }}
+ </mat-option>
</mat-select>
-
- </mat-form-field>
- </div>
- </div>
- <div class="col">
- <div class="row">
- <div class="col-7">Broj Epoha</div>
- <mat-icon (click)="addEpoch()">add_circle</mat-icon>
- <div class="col-1">{{newModel.epochs}}</div>
- <mat-icon (click)="removeEpoch()">remove_circle</mat-icon>
+ </mat-form-field>
</div>
- <br>
- <br>
- <div class="row">
- <div class="col-7">Broj Uzoraka Po Iteraciji</div>
- <mat-icon (click)="addBatch()">add_circle</mat-icon>
- <div class="col-1">{{newModel.batchSize}}</div>
- <mat-icon (click)="removeBatch()">remove_circle</mat-icon>
+
+ <div class="break-1"></div>
+
+ <div class="ns-col">
+ <mat-form-field appearance="fill">
+ <mat-label>Broj epoha</mat-label>
+ <input type="number" matInput [(ngModel)]="newModel.epochs" min="1" max="1000">
+ </mat-form-field>
</div>
- </div>
- </div><!--kraj unosa parametara-->
- <hr>
- <div class="m-5">
- <app-graph [model]="newModel" [inputCols]="newModel.inputColNum"></app-graph>
- <div class="row" id="rowhn">
- <div class="col-3"></div>
- <div class="col-2">Broj Skrivenih Slojeva</div>
- <div class="col-1"><mat-icon (click)="addLayer()" (ngModelChange)="updateGraph()">add_circle</mat-icon></div>
- <div class="col-1">{{newModel.hiddenLayers}}</div>
- <div class="col-1"><mat-icon (click)="removeLayer()" (ngModelChange)="updateGraph()">remove_circle</mat-icon></div>
- </div>
- </div>
- <hr>
- <div class="row" style="max-width:60rem ;">
-
- <div class="col text-center" *ngFor="let item of numSequence(newModel.hiddenLayers); let i=index" >
- {{item}}
- <div class="neuron">
- <div style="text-align: center;">
- <label >Skriveni sloj {{i+1}}</label>
- </div>
- <div class="row" style="margin-bottom: -10px;">
+ <div class="ns-col">
<mat-form-field appearance="fill">
- <mat-label>Aktivaciona funkcija</mat-label>
- <mat-select [(ngModel)]="newModel.layers[i].activationFunction">
- <mat-option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </mat-option>
- </mat-select>
-
- </mat-form-field>
- </div>
- <div class="row" >
- <div class="col-6" style="font-size: 13px;" >Broj čvorova</div>
- <mat-icon (click)="addNeuron(i)">add_circle</mat-icon>
- <div class="col-1">{{newModel.layers[i].neurons}}</div>
- <mat-icon (click)="removeNeuron(i)">remove_circle</mat-icon>
-
+ <mat-label>Broj uzoraka po iteraciji</mat-label>
+
+ <mat-select matNativeControl required [(value)]="newModel.batchSize">
+ <mat-option *ngFor="let option of Object.keys(BatchSize); let optionName of Object.values(BatchSize)" [value]="option">{{option}}</mat-option>
+ </mat-select>
+ </mat-form-field>
</div>
- <div class='row' style="margin-bottom: -7px;">
- <mat-form-field appearance="fill">
- <mat-label>Regularizacija</mat-label>
- <mat-select [(ngModel)]="newModel.layers[i].regularisation">
- <mat-option
- *ngFor="let option of Object.keys(Regularisation); let optionName of Object.values(Regularisation)"
- [value]="option">
- {{ optionName }}
- </mat-option>
- </mat-select>
-
- </mat-form-field>
- </div>
- <div class="row" style="margin-bottom: -7px;">
- <mat-form-field appearance="fill">
- <mat-label>Stopa regularizacije</mat-label>
- <mat-select [(ngModel)]="newModel.layers[i].regularisationRate">
- <mat-option
- *ngFor="let option of Object.keys(RegularisationRate); let optionName of Object.values(RegularisationRate)"
- [value]="option">
- {{ optionName }}
- </mat-option>
- </mat-select>
-
- </mat-form-field>
- </div>
+
+ </div>
+</div>
+
+
+<!--kraj unosa parametara-->
+<hr>
+<div class="m-2">
+ <app-graph [model]="newModel" [inputCols]="newModel.inputColNum"></app-graph>
+ <div id="layers-control">
+ <div>Broj Skrivenih Slojeva</div>
+ <button class="btn-clear btn-icon" (click)="addLayer()">
+ <mat-icon>add</mat-icon>
+ </button>
+ <div>{{newModel.hiddenLayers}}</div>
+ <button class="btn-clear btn-icon" (click)="removeLayer()">
+ <mat-icon>remove</mat-icon>
+ </button>
+ </div>
+</div>
+<hr>
+<div id="layers">
+
+ <div class="layer" *ngFor="let item of newModel.layers; let i=index">
+ <div class="text-center">
+ #{{i+1}}
+ </div>
+
+ <mat-form-field appearance="fill">
+ <mat-label>Aktivaciona funkcija</mat-label>
+ <mat-select [(ngModel)]="newModel.layers[i].activationFunction">
+ <mat-option *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)" [value]="option">
+ {{ optionName }}
+ </mat-option>
+ </mat-select>
+ </mat-form-field>
+
+ <div class="d-flex flex-row align-items-center justify-content-center m-1">
+ <div class="col-6" style="font-size: 13px;">Broj čvorova</div>
+ <button class="btn-clear btn-icon" (click)="addNeuron(i)">
+ <mat-icon>add</mat-icon>
+ </button>
+ <div class="col-1">{{newModel.layers[i].neurons}}</div>
+ <button class="btn-clear btn-icon" (click)="removeNeuron(i)">
+ <mat-icon>remove</mat-icon>
+ </button>
</div>
- <br>
- </div>
-
- </div> \ No newline at end of file
+
+ <mat-form-field appearance="fill">
+ <mat-label>Regularizacija</mat-label>
+ <mat-select [(ngModel)]="newModel.layers[i].regularisation">
+ <mat-option *ngFor="let option of Object.keys(Regularisation); let optionName of Object.values(Regularisation)" [value]="option">
+ {{ optionName }}
+ </mat-option>
+ </mat-select>
+ </mat-form-field>
+
+ <mat-form-field appearance="fill">
+ <mat-label>Stopa regularizacije</mat-label>
+ <mat-select [(ngModel)]="newModel.layers[i].regularisationRate">
+ <mat-option *ngFor="let option of Object.keys(RegularisationRate); let optionName of Object.values(RegularisationRate)" [value]="option">
+ {{ optionName }}
+ </mat-option>
+ </mat-select>
+ </mat-form-field>
+ </div>
+</div> \ No newline at end of file
diff --git a/frontend/src/app/_elements/form-model/form-model.component.ts b/frontend/src/app/_elements/form-model/form-model.component.ts
index c3c73b3e..c29fd0bb 100644
--- a/frontend/src/app/_elements/form-model/form-model.component.ts
+++ b/frontend/src/app/_elements/form-model/form-model.component.ts
@@ -1,37 +1,36 @@
-import { Component, OnInit ,Input, ViewChild, Output, EventEmitter} from '@angular/core';
-import {FormControl, Validators} from '@angular/forms';
+import { Component, OnInit, Input, ViewChild, Output, EventEmitter, AfterViewInit } from '@angular/core';
+import { FormControl, Validators } from '@angular/forms';
import Shared from 'src/app/Shared';
import Experiment from 'src/app/_data/Experiment';
-import Model, {Layer, ActivationFunction, LossFunction,LearningRate, LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, Metrics, MetricsBinaryClassification, MetricsMultiClassification, MetricsRegression, NullValueOptions, Optimizer, ProblemType ,Regularisation,RegularisationRate} from 'src/app/_data/Model';
+import Model, { Layer, ActivationFunction, LossFunction, LearningRate, LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, Metrics, MetricsBinaryClassification, MetricsMultiClassification, MetricsRegression, NullValueOptions, Optimizer, ProblemType, Regularisation, RegularisationRate, BatchSize } from 'src/app/_data/Model';
import { GraphComponent } from '../graph/graph.component';
-import {FormGroupDirective, NgForm} from '@angular/forms';
-import {ErrorStateMatcher} from '@angular/material/core';
+import { FormGroupDirective, NgForm } from '@angular/forms';
+import { ErrorStateMatcher } from '@angular/material/core';
+
@Component({
selector: 'app-form-model',
templateUrl: './form-model.component.html',
styleUrls: ['./form-model.component.css']
})
-export class FormModelComponent implements OnInit {
+export class FormModelComponent implements AfterViewInit {
@ViewChild(GraphComponent) graph!: GraphComponent;
@Input() forExperiment?: Experiment;
@Output() selectedModelChangeEvent = new EventEmitter<Model>();
- constructor() {
- this.newModel.epochs=1;
- this.newModel.batchSize=1;
-}
-
- ngOnInit(): void {
+ constructor() { }
+
+ ngAfterViewInit(): void {
}
+
selectFormControl = new FormControl('', Validators.required);
nameFormControl = new FormControl('', [Validators.required, Validators.email]);
- selectTypeFormControl=new FormControl('', Validators.required);
- selectOptFormControl=new FormControl('', Validators.required);
- selectLFFormControl=new FormControl('', Validators.required);
- selectLRFormControl=new FormControl('', Validators.required);
- selectEpochFormControl=new FormControl('', Validators.required);
- selectAFFormControl=new FormControl('', Validators.required);
- selectBSFormControl=new FormControl('', Validators.required);
+ selectTypeFormControl = new FormControl('', Validators.required);
+ selectOptFormControl = new FormControl('', Validators.required);
+ selectLFFormControl = new FormControl('', Validators.required);
+ selectLRFormControl = new FormControl('', Validators.required);
+ selectEpochFormControl = new FormControl('', Validators.required);
+ selectAFFormControl = new FormControl('', Validators.required);
+ selectBSFormControl = new FormControl('', Validators.required);
selectActivationFormControl = new FormControl('', Validators.required);
selectRegularisationFormControl = new FormControl('', Validators.required);
selectRRateFormControl = new FormControl('', Validators.required);
@@ -43,92 +42,44 @@ export class FormModelComponent implements OnInit {
ProblemType = ProblemType;
ActivationFunction = ActivationFunction;
- RegularisationRate=RegularisationRate;
- Regularisation=Regularisation;
+ RegularisationRate = RegularisationRate;
+ Regularisation = Regularisation;
metrics: any = Metrics;
LossFunction = LossFunction;
Optimizer = Optimizer;
+ BatchSize = BatchSize;
Object = Object;
document = document;
shared = Shared;
- LearningRate=LearningRate;
- Layer=Layer;
-
+ LearningRate = LearningRate;
+ Layer = Layer;
+
term: string = "";
selectedMetrics = [];
lossFunction: any = LossFunction;
showMyModels: boolean = true;
-
- hiddenLayers=[];
-
-
-
updateGraph() {
+ console.log(this.newModel.layers);
this.graph.update();
}
- removeLayer(){
- if(this.newModel.hiddenLayers>1)
- {
- this.newModel.layers.splice(this.newModel.layers.length-1,1);
- this.newModel.hiddenLayers-=1;
+
+ removeLayer() {
+ if (this.newModel.hiddenLayers > 1) {
+ this.newModel.layers.splice(this.newModel.layers.length - 1, 1);
+ this.newModel.hiddenLayers -= 1;
this.updateGraph();
}
}
- addLayer(){
- if(this.newModel.hiddenLayers<12)
- {
+ addLayer() {
+ if (this.newModel.hiddenLayers < 128) {
this.newModel.layers.push(new Layer(this.newModel.layers.length));
- this.newModel.hiddenLayers+=1;
+ this.newModel.hiddenLayers += 1;
this.updateGraph();
}
-
- }
- removeBatch(){
- if(this.newModel.batchSize>1)
- {
- this.newModel.batchSize=this.newModel.batchSize/2;
- }
- else
- {
- this.newModel.batchSize=this.newModel.batchSize;
- }
-
- }
- addBatch(){
- if(this.newModel.batchSize<600)
- {
- this.newModel.batchSize=this.newModel.batchSize*2;
- }
- else
- {
- this.newModel.batchSize=this.newModel.batchSize;
-
- }
- }
- removeEpoch(){
- if(this.newModel.epochs>1)
- {
- this.newModel.epochs=this.newModel.epochs-1;
- }
- else
- {
- this.newModel.epochs=this.newModel.epochs;
- }
-
- }
- addEpoch(){
- if(this.newModel.epochs<100)
- {
- this.newModel.epochs=this.newModel.epochs+1;
- }
- else
- {
- this.newModel.epochs=this.newModel.epochs;
-
- }
+
}
/*
setNeurons()
@@ -140,18 +91,16 @@ export class FormModelComponent implements OnInit {
numSequence(n: number): Array<number> {
return Array(n);
}
-
- removeNeuron(index:number){
- if(this.newModel.layers[index].neurons>1)
- {
- this.newModel.layers[index].neurons-=1;
+
+ removeNeuron(index: number) {
+ if (this.newModel.layers[index].neurons > 1) {
+ this.newModel.layers[index].neurons -= 1;
this.updateGraph();
}
}
- addNeuron(index:number){
- if(this.newModel.layers[index].neurons<100)
- {
- this.newModel.layers[index].neurons+=1;
+ addNeuron(index: number) {
+ if (this.newModel.layers[index].neurons < 100) {
+ this.newModel.layers[index].neurons += 1;
this.updateGraph();
}
}
diff --git a/frontend/src/app/_elements/graph/graph.component.html b/frontend/src/app/_elements/graph/graph.component.html
index 92e9df38..b8220115 100644
--- a/frontend/src/app/_elements/graph/graph.component.html
+++ b/frontend/src/app/_elements/graph/graph.component.html
@@ -1,3 +1,3 @@
-<div #graphWrapper class="w-100" style="height: 16rem;">
+<div #graphWrapper class="w-100" style="height: 14rem;">
<canvas #graphCanvas></canvas>
</div> \ No newline at end of file
diff --git a/frontend/src/app/_elements/graph/graph.component.ts b/frontend/src/app/_elements/graph/graph.component.ts
index c20d3dd7..5dec3152 100644
--- a/frontend/src/app/_elements/graph/graph.component.ts
+++ b/frontend/src/app/_elements/graph/graph.component.ts
@@ -1,6 +1,6 @@
import { AfterViewInit, Component, ElementRef, Input, OnInit, ViewChild } from '@angular/core';
import Dataset from 'src/app/_data/Dataset';
-import Model,{Layer} from 'src/app/_data/Model';
+import Model, { Layer } from 'src/app/_data/Model';
@Component({
selector: 'app-graph',
@@ -22,11 +22,11 @@ export class GraphComponent implements AfterViewInit {
@Input() lineColor: string = '#00a8e8';
@Input() nodeColor: string = '#222277';
@Input() borderColor: string = '#00a8e8';
- @Input() inputNodeColor: string = '#ffdd11';
- @Input() outputNodeColor: string = '#44ee22';
+ @Input() inputNodeColor: string = '#00a8e8';
+ @Input() outputNodeColor: string = '#dfd7d7';
- private ctx?: CanvasRenderingContext2D;
- @Input() inputNeurons: number=1;
+ private ctx!: CanvasRenderingContext2D;
+ @Input() inputNeurons: number = 1;
constructor() { }
@@ -51,7 +51,7 @@ export class GraphComponent implements AfterViewInit {
let inputNodeIndex = 0;
const inputLayer: Node[] = [];
while (inputNodeIndex < this.inputCols) {
- const x = 0.5 / (this.inputNeurons + 2);
+ const x = 0.5 / (this.model!.hiddenLayers + 2);
const y = (inputNodeIndex + 0.5) / this.inputCols;
const node = new Node(x, y, this.inputNodeColor);
inputLayer.push(node);
@@ -63,9 +63,9 @@ export class GraphComponent implements AfterViewInit {
while (layerIndex < this.model!.hiddenLayers + 1) {
const newLayer: Node[] = [];
let nodeIndex = 0;
- while (nodeIndex < this.model!.layers[layerIndex].neurons) {
+ while (nodeIndex < this.model!.layers[layerIndex - 1].neurons) {
const x = (layerIndex + 0.5) / (this.model!.hiddenLayers + 2);
- const y = (nodeIndex + 0.5) / this.model!.layers[layerIndex].neurons;
+ const y = (nodeIndex + 0.5) / this.model!.layers[layerIndex - 1].neurons;
const node = new Node(x, y, this.nodeColor);
newLayer.push(node);
nodeIndex += 1;
@@ -81,7 +81,7 @@ export class GraphComponent implements AfterViewInit {
}
draw() {
- this.ctx!.clearRect(0, 0, this.canvas.nativeElement.width, this.canvas.nativeElement.height);
+ this.ctx.clearRect(0, 0, this.canvas.nativeElement.width, this.canvas.nativeElement.height);
let index = 0;
while (index < this.layers!.length - 1) {
@@ -101,22 +101,22 @@ export class GraphComponent implements AfterViewInit {
}
drawLine(node1: Node, node2: Node) {
- this.ctx!.strokeStyle = this.lineColor;
- this.ctx!.lineWidth = this.lineThickness;
- this.ctx!.beginPath();
- this.ctx!.moveTo(node1.x * this.width, node1.y * this.height);
- this.ctx!.lineTo(node2.x * this.width, node2.y * this.height);
- this.ctx!.stroke();
+ this.ctx.strokeStyle = this.lineColor;
+ this.ctx.lineWidth = this.lineThickness;
+ this.ctx.beginPath();
+ this.ctx.moveTo(node1.x * this.width, node1.y * this.height);
+ this.ctx.lineTo(node2.x * this.width, node2.y * this.height);
+ this.ctx.stroke();
}
drawNode(node: Node) {
- this.ctx!.fillStyle = node.color;
- this.ctx!.strokeStyle = this.borderColor;
- this.ctx!.lineWidth = this.lineThickness;
- this.ctx!.beginPath();
- this.ctx!.arc(node.x * this.width, node.y * this.height, this.nodeRadius, 0, 2 * Math.PI);
- this.ctx!.fill();
- this.ctx!.stroke();
+ this.ctx.fillStyle = node.color;
+ this.ctx.strokeStyle = this.borderColor;
+ this.ctx.lineWidth = this.lineThickness;
+ this.ctx.beginPath();
+ this.ctx.arc(node.x * this.width, node.y * this.height, this.nodeRadius, 0, 2 * Math.PI);
+ this.ctx.fill();
+ this.ctx.stroke();
}
width = 200;
diff --git a/frontend/src/app/_elements/navbar/navbar.component.html b/frontend/src/app/_elements/navbar/navbar.component.html
index 09d83bd1..9a54a9de 100644
--- a/frontend/src/app/_elements/navbar/navbar.component.html
+++ b/frontend/src/app/_elements/navbar/navbar.component.html
@@ -1,4 +1,4 @@
-<header class="bg-dark text-white">
+<header class="text-offwhite" style="background-color: #002b49;">
<div class="container">
<div class="d-flex flex-wrap align-items-center justify-content-center justify-content-lg-start">
<a routerLink="" class="d-flex align-items-center mb-2 mb-lg-0 text-white text-decoration-none">
@@ -6,10 +6,10 @@
</a>
<ul class="nav col-12 col-lg-auto me-lg-auto mb-2 justify-content-center mb-md-0">
- <li><a routerLink="" class="nav-link px-2" [class]="(currentUrl === '') ? 'text-secondary' : 'text-white'">Početna</a></li>
- <li><a routerLink="experiment" class="nav-link px-2" [class]="(currentUrl === '/experiment') ? 'text-secondary' : 'text-white'">Napravi eksperiment</a>
+ <li><a routerLink="" class="nav-link px-2" [class]="(currentUrl === '') ? 'text-primary' : 'text-offwhite'">Početna</a></li>
+ <li><a routerLink="experiment" class="nav-link px-2" [class]="(currentUrl === '/experiment') ? 'text-primary' : 'text-offwhite'">Napravi eksperiment</a>
</li>
- <li><a routerLink="archive" class="nav-link px-2" [class]="(currentUrl === '/archive') ? 'text-secondary' : 'text-white'">Arhiva</a>
+ <li><a routerLink="archive" class="nav-link px-2" [class]="(currentUrl === '/archive') ? 'text-primary' : 'text-offwhite'">Arhiva</a>
</li>
</ul>