1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
|
import { Component, OnInit, ViewChild, Output, EventEmitter } from '@angular/core';
import Shared from 'src/app/Shared';
import Model, { ActivationFunction, LossFunction, LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, Metrics, MetricsBinaryClassification, MetricsMultiClassification, MetricsRegression, NullValueOptions, Optimizer, ProblemType } from 'src/app/_data/Model';
import { ModelsService } from 'src/app/_services/models.service';
import { GraphComponent } from '../graph/graph.component';
@Component({
selector: 'app-model-load',
templateUrl: './model-load.component.html',
styleUrls: ['./model-load.component.css']
})
export class ModelLoadComponent implements OnInit {
@ViewChild(GraphComponent) graph!: GraphComponent;
@Output() selectedModelChangeEvent = new EventEmitter<Model>();
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 = "";
selectedProblemType: string = '';
selectedMetrics = [];
lossFunction: any = LossFunction;
showMyModels: boolean = true;
constructor(private modelsService: ModelsService) {
this.modelsService.getMyModels().subscribe((models) => {
this.myModels = models;
});
}
ngOnInit(): void {
}
batchSizePower:number=1;
updateBatchSize()
{
this.newModel.batchSize=2**this.batchSizePower;
}
updateGraph() {
this.graph.update();
}
getMetrics() {
this.newModel.metrics = [];
let cb = document.getElementsByName("cbmetrics");
for (let i = 0; i < cb.length; i++) {
let chb = <HTMLInputElement>cb[i];
if (chb.checked == true)
this.newModel.metrics.push(chb.value);
}
}
uploadModel() {
this.getMetrics();
this.newModel.uploaderId = Shared.userId;
this.modelsService.addModel(this.newModel).subscribe((response) => {
Shared.openDialog('Model dodat', 'Model je uspešno dodat u bazu.');
// treba da se selektuje nov model u listi modela
//this.selectedModel =
}, (error) => {
Shared.openDialog('Greška', 'Model sa unetim nazivom već postoji u Vašoj kolekciji. Promenite naziv modela i nastavite sa kreiranim datasetom.');
});
}
filterOptions() {
switch (this.newModel.type) {
case 'regresioni':
this.lossFunction = LossFunctionRegression;
this.metrics = MetricsRegression;
break;
case 'binarni-klasifikacioni':
this.lossFunction = LossFunctionBinaryClassification;
this.metrics = MetricsBinaryClassification;
break;
case 'multi-klasifikacioni':
this.lossFunction = LossFunctionMultiClassification;
this.metrics = MetricsMultiClassification;
break;
default:
break;
}
}
viewMyModelsForm() {
this.showMyModels = true;
}
viewNewModelForm() {
this.showMyModels = false;
}
selectThisModel(model: Model) {
this.selectedModel = model;
this.selectedModelChangeEvent.emit(this.selectedModel);
}
}
|
