Add balancing options for eigenvector calculations
Add julia implementation of the QR algorithm. This includes elementary reflectors. Add Float16 and BigFloat to tests and test promotion. Cleaup promotion in LinAlg. Avoid promotion in mutating ! functions. Make Symmetric, Hermitian and QRs immutable. Make thin a keyword argument in svdfact. Remove cond argument in sqrtm.