Simple regex: turn $text$ to (text) in Sublime Text

In my work I have a very repetitive task, and I would believe that regex is a fast solution for it, though, my knowledge of regex is very sparse.

What I want to do is to in a txt-file find all occurences of


and replace them with

( text )

where text is LaTeX-code, so it can contain alphanumeric as well as other characters.

I plan to do this in Sublime Text, as it has a built in and convenient regex engine. Can anyone help?

Source: regex

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