Hi Carin,

To add to what Alex said, allegories for each of the Python end points exist 
for Java also. I'm on mobile right now because I'm getting Electrical work 
done; so it would be difficult to prepare a list of links, but I can as soon as 
I arrive at the coffee shop.

You can get an example for the use of the Metrics Alex speaks of by looking at 
the Breaking News demo; together with an example of using a combination of the 
different end points. Additionally the fox eats demo shows you how to get a 
fingerprint out of the cortical API put it into the HTM and then get the 
results out of the HTM and do a reverse look up on the cortical API to get a 
human-readable term back.

One more point the cortical API is good for disambiguation of contexts and it 
can also give you a similar list of terms used in multiple languages; you also 
can differentiate contacts by subtracting context from a term for instance:
Apple - Jaguar would give you a context which eliminates the animal context and 
perhaps give you music or computers.

Last but not least there's also an Android API

Cheers,
David

Sent from my iPhone

> On Oct 21, 2015, at 11:55 AM, Alex Lavin <[email protected]> wrote:
> 
> Hi Carin,
> I’ve run some experiments with the Cortical.io classify endpoint and have 
> found it to be a useful tool. The Python client allows you to query the 
> endpoint [1] with positive examples that represent the class, and negative 
> examples that do not; it may be useful to use the negative examples as those 
> which may cause false positives. In return you get a fingerprint (bitmap) 
> representing the class. Now you can classify text examples by first getting 
> their fingerprints (via the term or text endpoints [2, 3]), and then 
> calculating the distance to the category fingerprints; the API also offers an 
> endpoint with many distance calculations [4]. So once you’ve created multiple 
> category fingerprints you can classify text by determining which category is 
> “closest”, as defined by the distance metrics.
> 
> [1] 
> https://github.com/cortical-io/python-client-sdk/blob/master/cortical/classifyApi.py
> [2] 
> https://github.com/cortical-io/python-client-sdk/blob/master/cortical/termsApi.py
> [3] 
> https://github.com/cortical-io/python-client-sdk/blob/master/cortical/textApi.py
> [4] 
> https://github.com/cortical-io/python-client-sdk/blob/master/cortical/compareApi.py
> 
> Cheers,
> Alex

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