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youtube-dl-gui
A cross platform front-end GUI of the popular youtube-dl written in wxPython. (by oleksis)
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WorkOS
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No, it isn't. You don't need to know any Python whatsoever. The installation instructions can be found here: https://github.com/yt-dlp/yt-dlp/wiki/Installation
If this program is the one they're talking about, which I think it is, then no. Installing through python is an option, but you can also download the setup.exe from the releases page which will install just like any other exe. It's even available through the Windows Store if that's your thing.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.