CODE EXAMPLE FOR PHP

drupal 8 get taxonomy terms by vocabulary name

$terms = Drupal::entityTypeManager()->getStorage('taxonomy_term')->loadByProperties([
  'vid' => 'vocabulary__machine_name'
]);