from matplotlib.pyplot import figure, show from numpy import pi, sin, linspace from matplotlib.mlab import stineman_interp x = linspace(0,2*pi,20); y = sin(x); yp = None xi = linspace(x[0],x[-1],100); yi = stineman_interp(xi,x,y,yp); fig = figure() ax = fig.add_subplot(111) ax.plot(x,y,'ro',xi,yi,'-b.') show()