2014-07-29 14:40 GMT+02:00 Joel Nothman <joel.noth...@gmail.com>:
> I think the scipy folks intend that numpy-like setting operations should
> suffice for many cases (although be a bit slower than the technique you've
> illustrated).
>
> E.g. you can use:
>
> X[i, nonzero] = data[nonzero]
>
> to replace some lines of Lars' code.
>
> One disadvantage of this approach is needing to know X.shape beforehand.

I've already managed to push a 10-line bag of words vectorizer into
the CSR docstring [1], so this one shouldn't be too much of a problem
;)

[1] 
https://github.com/scipy/scipy/commit/86774f6f81ccaa7bde03a18865efd02ea5f32741

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