Demo code for http://annotate.io/ which is a "self-learning text transformer".
This project learns a mapping from "data you have" to "data you want" from a set of examples you provide, you can then send in new data that gets cleaned according to the rules that were learned.
Status: prototype (the example works and you can post your own simple examples)
You need Python 2.7 or 3.4 along with the
requests module. You can install
$ pip install requests
To run the demo:
$ python annotateio_demo.py <it'll explain all of its steps>
This demo is self-contained, it needs a connection to the internet, it posts the examples that are contained in the file, no other data (nothing from your machine) is sent.
A write-up of some of the goals including slides are available here: