https://github.com/ianozsvald/learning_text_transformer_demo

Demo code for learning_text_transformer
https://github.com/ianozsvald/learning_text_transformer_demo

Last synced: 15 days ago
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Demo code for learning_text_transformer

• Host: GitHub
• URL: https://github.com/ianozsvald/learning_text_transformer_demo
• Owner: ianozsvald
• License: mit
• Created: 2015-01-18T18:54:18.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2015-02-22T22:00:15.000Z (over 9 years ago)
• Last Synced: 2024-08-01T15:15:02.136Z (3 months ago)
• Language: Python
• Size: 193 KB
• Stars: 25
• Watchers: 7
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# learning_text_transformer_demo

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)

Getting started

---------------

You need Python 2.7 or 3.4 along with the `requests` module. You can install `requests` using:

    $ pip install requests

To run the demo:

    $ python annotateio_demo.py

    

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.

More information

----------------

A write-up of some of the goals including slides are available here:

 * http://ianozsvald.com/2015/02/08/lightning-talk-at-pydatalondon-for-annotate/

 * http://ianozsvald.com/2015/01/10/a-first-approach-to-automatic-text-data-cleaning/

 * http://ianozsvald.com/2015/01/27/annotate-io-self-learning-text-cleaner-demo-online/