Step 1: Download all split files (from shanghaitech.tar.gz.aa to shanghaitech.tar.gz.ag)

Step 2: Open a Linux or Mac terminal, and merge all split files by 

cat shanghaitech.tar.gz.* > shanghaitech.tar.gz

Step 3: Extract the shanghaitech.tar.gz