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draft of numpy section

Kimberly Isobel Meechan requested to merge numpy-plan into master

Draft of the numpy section - feel free to change / add things! Some other topics we could look at if there was space: -Changing the shape of arrays (e.g. transpose, reshape...) -Views vs copies of arrays


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