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
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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