I visited Tipasa on a trip to northern Algeria a few years back. It, and so many of the ruins across the country, are pretty incredible, Pompeii-level sites that are mostly sitting there empty.
There’s very little tourism in Algeria, though, which might explain the lack of investment in their historic sites. If you get the opportunity to see them soon and you’re up for a bit of adventure, I’d recommend it.