Just a quick note for anyone who has the same problem.
I was trying to install WordPress locally (on top of EasyPHP) and it just would not work.
I set up the database, modified the wp-config.php file with the database details – and went to http://localhost/wordpress/ and it would sit there spinning and doing nothing.