Before revision:  We give sufficient conditions for linear convergence and demonstrate performance on dense and sparse test matrices  .
After revision:  We give sufficient conditions for linear convergence and demonstrate performance on dense and sparse test matrices . In a real-world application from quantum chemistry, we find that IPT performs similarly to the Davidson algorithm .