SciPy 2011, the 10th annual Scientific Computing with Python conference, was held July 11-16, 2011 in Austin, Texas. 20 peer reviewed articles were published in the conference proceedings. Full proceedings and organizing committee can be found at https://proceedings.scipy.org/articles/Majora-ebaa42b7-014.