I thought you weren't coming.

Literal

Come-not [question-か-と] thought [emphasis-よ].

~ないかと思う ('thought that you might not') combines negative + か (embedded question) + と (quotative) + 思う. The past 思った marks the thought as retrospective. A common structure for expressing a past suspicion or worry.