In your settings (either user or workspace) there is a setting that you can tweak to hide anything you'd like:
{
"files.exclude": {
"**/.git": true,
"**/.DS_Store": true,
"**/*.js.map": true,
"**/*.js": {"when": "$(basename).ts"}
}
}