You can differentiate the each edit button by using unique id 

 <button class='edit' data-id="<?php echo $_GET["id"];?>"> EDIT</button>.

While click on the edit button, read the data-id by using following code

 $(document).on('click', '.edit', function(){
 var id = $(this).attr('data-id');
 //code - you need to do
 })