.tar.gz format is the compressed file something like zip.
In windows, you have to install something like "winzip", in order to open and extract zip files. It's the same thing.
Open the shell and go into the directory where the file exist. Then type,
tar -xvzf YourFileName.tar.gz
this will extract the files.