SciPy 2012, the 11th annual Scientific Computing with Python conference, was held July 16-21, 2012 in Austin, Texas. 13 peer reviewed articles were published in the conference proceedings. Full proceedings and organizing committee can be found at https://proceedings.scipy.org/articles/Majora-54c7f2c8-00d.