korpus 0.0.1

Quickstart

Let’s take a look the example below. Currently a document defined as a (id, content) tuple and we are going to create a corpus with a bunch of idioms using these document tuples. Once the corpus created, under the hood, our idioms are automatically indexed and weighted which is meant to be ready for querying:

>>> from korpus import Corpus

>>> common_idioms = [
    (1, 'Piece of cake'),
    (2, 'Costs an arm and a leg'),
    (3, 'Break a leg'),
    (4, 'Hit the books'),
    (5, 'Let the cat out of the bag'),
    (6, 'Hit the nail on the head'),
    (7, 'When pigs fly'),
    (8, 'You can’t judge a book by its cover'),
    (9, 'Bite off more than you can chew '),
    (10, 'Scratch someone’s back'),
]

>>> corpus = Corpus(common_idioms)
>>> resutls = corpus.query('Hit the nail', min_score=0.2)
[(6, 0.6134307406647964, 4), (4, 0.2928327297980855, 4)]

We tried to find similiar idioms by our input Hit the nail with a minimum similarity score of 0.2. The returned list of objects contains the information about matched items in corresponding corpus. In this case there two matched items of ids 6 and 4 with similarity scores 0.6134307406647964 and 0.2928327297980855 beside the total match count of 4

This means there are 4 matched results. Two of them are above the min_score threshold those are:

* Hit the nail on the head (0.613)
* Hit the books (0.292)

Documentation

Coming soon…

Contributors

• Mumin Ozturk (@mumino)

• Kadir Pekel (@kadirpekel)

License

Copyright (c) 2013 Metglobal LLC.

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ‘Software’), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED ‘AS IS’, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.