Don't give up. Give the filter time to do its job. Is the pressure rising? Backwash as needed.

Even when it rains, get out there and maintain the chlorine levels or you'll start back at square one. We see all the time people who have algae after rain and assume it is caused by the rain. Nope. Caused by people who don't want to get wet to go out and check their pool!