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episodes/optimisation-numpy.md

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@@ -255,6 +255,8 @@ Similar to the demos above, we can often gain significant performance boosts by
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::::::::::::::::::::::::::::::::::::: challenge
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### Challenge: Which Libraries Are You Using Already?
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Take a look at the [list of libraries on the NumPy website](https://numpy.org/#:~:text=ECOSYSTEM). Are you using any of them already?
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If you've brought a project you want to work on: Are there areas of the project where you might benefit from adapting one of these libraries instead of writing your own code from scratch?

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