I am using Event Manager plugin. I want to use many of the shortcodes via php code. e.g [events_calendar]
In general, you can do any shortcode with
Per Events Manager's documentation, template tags can be found within the file
Alternatively, you can just call the function to which the shortcode is hooked.
For your example of