A one-dimensional Newton solver. Produces plots shown below to illustrate how Newton's method works.
This plot shows the succession of solution guesses (black stars) and resulting linear approximations to the function (red lines).
This plot shows the convergence of Newton's method in terms of the residual ||f(x)|| and the solution increments ||dx||.