Every track you've downloaded lives in your Library, under the Downloaded tab.
Open the web app at app.digitaldjpool.com.
Go to Library (top right).
Click the Downloaded tab.
You'll see everything you've pulled, newest first. Downloads are yours to keep — they stay here forever, even offline, even after you cancel.