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import { Component, OnInit ,Input, ViewChild, Output, EventEmitter} from '@angular/core';
import {FormControl, Validators} from '@angular/forms';
import Shared from 'src/app/Shared';
import Experiment from 'src/app/_data/Experiment';
import Model, { ActivationFunction, LossFunction, LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, Metrics, MetricsBinaryClassification, MetricsMultiClassification, MetricsRegression, NullValueOptions, Optimizer, ProblemType } from 'src/app/_data/Model';
import { GraphComponent } from '../graph/graph.component';
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 {
@ViewChild(GraphComponent) graph!: GraphComponent;
@Input() forExperiment?: Experiment;
@Output() selectedModelChangeEvent = new EventEmitter<Model>();
constructor() { }
ngOnInit(): 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);
newModel: Model = new Model();
myModels?: Model[];
selectedModel?: Model;
ProblemType = ProblemType;
ActivationFunction = ActivationFunction;
metrics: any = Metrics;
LossFunction = LossFunction;
Optimizer = Optimizer;
Object = Object;
document = document;
shared = Shared;
term: string = "";
selectedMetrics = [];
lossFunction: any = LossFunction;
showMyModels: boolean = true;
batchSizePower: number = 2;
updateGraph() {
this.graph.update();
}
removeLayer(){
if(this.newModel.hiddenLayers>0)
{
this.newModel.hiddenLayers-=1;
}
else
{
this.newModel.hiddenLayers=this.newModel.hiddenLayers;
}
}
addLayer(){
if(this.newModel.hiddenLayers<12)
{
this.newModel.hiddenLayers+=1;
}
else
{
this.newModel.hiddenLayers=this.newModel.hiddenLayers;
}
}
}
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