The document summarizes the SciPy 2010 conference which had 187 attendees. The major theme was parallel computing and GPUs, with tutorials on high performance computing, Python concurrency, and GPU programming in Python. There were also sessions on parallel libraries and GPU frameworks like Theano. A minor theme was statistics and data structures, with talks on Pandas, Statsmodels, and N-dimensional data arrays. Other sessions covered bioinformatics, astronomy, machine learning, and Python libraries like NumPy and PyZMQ. Attendees also participated in sprints to contribute to Python scientific computing packages.