This is a pre-production deployment of Warehouse, however changes made here WILL affect the production instance of PyPI.
Latest Version Dependencies status unknown Test status unknown Test coverage unknown
Project Description
Kian
================
Kian is the neural network designed to serve Wikidata.

This library in current shape adds statements to items based on categories in Wikis (Wikipedia, Wikisource, etc.)
In order to add statements or parse articles you need to have pywikibot-core installed.

How to run this code for a run on classifying humans based on Persian Wikipedia:

::

python scripts/initiate_model.py -n faHuman -w fawiki -p P31 -v Q5
python scripts/train_model.py -n faHuman
python scripts/evaluate.py -n faHuman #To see AUC and fitness parameters
python scripts/parser.py -lang:fa -newpages:100 -n faHuman


Bottlenecks of speed in Kian are:

1) Loading category links from Wikipedia. Since it caches them training different models from one wiki tends to work better

2) Training the model. Since it's an ANN and ANNs are resource consuming to train, this may take a while but depends on Wiki you are working with.


Dependency injection
--------------------
Kian is usable for any kind of training, you can simply inject the training set and get the result:

.. code-block:: python
>>> from kian import Kian
>>> bot = Kian(training_set=the_training_set)
>>> bot.train()
>>> bot.theta
>>> bot.finalize(path='path_to_save_results')


Authors
=======
Amir Sarabadani:
* Ladsgroup<at>gmail.com
Release History

Release History

0.2.0

This version

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

Show More

Download Files

Download Files

TODO: Brief introduction on what you do with files - including link to relevant help section.

File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
kian-0.2.0-py2.7.egg (56.6 kB) Copy SHA256 Checksum SHA256 2.7 Egg Mar 18, 2016
kian-0.2.0-py3.4.egg (57.9 kB) Copy SHA256 Checksum SHA256 3.4 Egg Mar 18, 2016
kian-0.2.0.tar.gz (12.7 kB) Copy SHA256 Checksum SHA256 Source Mar 18, 2016

Supported By

WebFaction WebFaction Technical Writing Elastic Elastic Search Pingdom Pingdom Monitoring Dyn Dyn DNS HPE HPE Development Sentry Sentry Error Logging CloudAMQP CloudAMQP RabbitMQ Heroku Heroku PaaS Kabu Creative Kabu Creative UX & Design Fastly Fastly CDN DigiCert DigiCert EV Certificate Rackspace Rackspace Cloud Servers DreamHost DreamHost Log Hosting