y=np.log10(train_set["SalePrice"])
how do i find inverse of this ?? I want it to return back to the original value and not the scaled value
have a look here for logarithm inversion: https://www.rapidtables.com/math/algebra/Logarithm.html
10 ** y
should do the trick for you here