git clean fdx

C++
//Remove untracked files
git clean -f

//Remove untracked directories and files
git clean -fd

//Remove untracked ignored files
git clean -fX

//Remove all untracked files 
git clean -fx//Remove untracked files directories and ignored files
git clean -fdx
Source

Also in C++: