If you deleted multiple files locally and did not commit the changes, go to your local repository path, open the git shell and type.
$ git checkout HEAD .
All the deleted files before the last commit will be recovered.
Adding "." will recover all the deleted the files in the current repository, to their respective paths.
For more details checkout the documentation.