Sort of like a public library but it's a library devoted to PHP books... A PHP Library is a php script of functions that you can use in your php script. Like for instance you can create a PHP Library (aka Module) that posts to facebook then call those functions from any script by just loading the library.
To get an idea of the amount of good libraries (and bad) out there, check https://packagist.org/ composer FTW