We do not have a download file for the latest version (20.03), but you can try downloading it from the developer's site
Download version 17.12 from Mac Informer
Version: 17.12
Date update: Apr 8, 2022
File name: codeblocks-17.12_osx64.dmg
Size: 17.5 MB