2012/1/6 Dhruvkaran Mehta <[email protected]>:
> Is there a convenient way in scikits to go from "string" features like:

...

> to a numpy matrix like:

...

At present, no. But I donated a scikit-learn wrapper to NLTK
yesterday, which translates NLTK's featuresets (dicts mapping feature
names to numeric or boolean values) to scipy.sparse arrays. You might
be able to adapt it to your purposes:

https://github.com/nltk/nltk/blob/master/nltk/classify/scikitlearn.py

(Look esp. at the train and _featuresets_to_array methods.)

-- 
Lars Buitinck
Scientific programmer, ILPS
University of Amsterdam

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