SciPy 2017, the 16th annual Scientific Computing with Python conference, was held July 10-16, 2017 in Austin, Texas. 17 peer reviewed articles were published in the conference proceedings. Full proceedings and organizing committee can be found at https://proceedings.scipy.org/articles/shinma-7f4c6e7-000.