This is a talk I gave at the NYC Python Meetup group in October of 2010. I summarized the "big-picture" of NumPy and provided a draft version of the "Zen of NumPy"
DevEX - reference for building teams, processes, and platforms
Notes de l'éditeur
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level = 2
title = Brownian Motion
# end config
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level = 2
title = Array Data Structure
# end config
Good
1. More efficient because it doesn’t force array copies for every operation.
2. It is often nice to rename the view of an array for manipulation. (A view of the odd and even arrays)
Bad
1. Can cause unexpected side-effects that are hard to track down.
2. When you would rather have a copy, it requires some ugliness.
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level = 2
title = Memory Mapped Arrays
# end config
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level = 2
title = Array Operators
# end config
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level = 2
title = Array Broadcasting
# end config
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level = 2
title = Universal Function Methods
# end config
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level = 2
title = Array Calculation Methods
# end config