You can't download the epubs, but you can sync them to your Kobo.
You have to login to the Kobo website first, then when you go to the web only books there will be an option to "Add To Library". Once a book is added to your library the Kobo desktop application will download the book when you login using the same account.
No epub files, but you can still load the books onto the Kobo.
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