Modular toolkit for Data Processing (MDP) (opens in new tab)

I worked with this when I was first introduced to Python, about 5 years ago. Was doing an internship at the lab it was developed at. Good times. Nice to see they are still going strong.

"2010-09-09: NEW: MDP migrates to BSD license!"

This is always one of my favorite new features.